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Official Program for CVPR 2015Monday, June 8
8:30am-8:40amBallrooms A,B,C
Rooms 302,304,306Opening Remarks from Conference Chairs
The opening remarks will be made from Ballrooms A,B,C, but a live video feed will be provided to Rooms 302,304,306. Attendees are advised to sit in the room corresponding to the following oral session that they plan to attend.
8:40am-10:10am
Ballrooms A,B,C
Rooms 302,304,306Oral Session
CNN Architectures
Depth and 3D Surfaces
10:10am-12:30pmExhibit Hall APoster Session 1A [Map]
[Collated Extended Abstracts (117 MB)]
12:30pm-2:00pmExhibit Hall BLunch
2:00pm-3:30pm
Ballrooms A,B,C
Rooms 302,304,306Oral Session
Discovery and Dense Correspondences
3D Shape: Matching, Recognition, Reconstruction
3:30pm-6:00pmExhibit Hall APoster Session 1B [Map]
[Collated Extended Abstracts (121 MB)]
6:00pm-7:30pmBallrooms A,B,CReception & Awards
7:30pm-8:30pmRooms 302,304,306PAMI Technical Committee/Computer Vision Foundation Meeting
Tuesday, June 9
8:30am-10:00am
Ballrooms A,B,C
Rooms 302,304,306Oral Session
Images and Language
Multiple View Geometry
10:00am-12:30pmExhibit Hall APoster Session 2A [Map]
[Collated Extended Abstracts (105 MB)]
12:30pm-2:00pmExhibit Hall BLunch
Doctoral Consortium
2:00pm-3:30pm
Ballrooms A,B,C
Rooms 302,304,306Oral Session
Segmentation in Images and Video
3D Models and Images
3:30pm-6:00pmExhibit Hall APoster Session 2B [Map]
[Collated Extended Abstracts (114 MB)]
6:00pm-9:00pmSheraton Grand BallroomBanquet Dinner
Wednesday, June 10
8:30am-10:00am
Ballrooms A,B,C
Rooms 302,304,306Oral Session
Action and Event Recognition
Computational Photography
10:30am-11:25amBallrooms A,B,CPlenary Speaker:
What's Wrong with Deep Learning?
Yann LeCun
Facebook AI Research & New York University
11:30am-12:25pmBallrooms A,B,CPlenary Speaker:
Reverse Engineering the Human Visual System
Jack L. Gallant
University of California at Berkeley
12:30pm-2:00pmExhibit Hall BLunch
2:00pm-3:30pm
Ballrooms A,B,C
Rooms 302,304,306Oral Session
Learning and Matching Local Features
Image and Video Processing and Restoration
3:30pm-6:00pmExhibit Hall APoster Session 3B [Map]
[Collated Extended Abstracts (124 MB)]
Monday June 8, 8:40am-10:10am
CNN ArchitecturesDepth and 3D Surfaces
Ballrooms A,B,CRooms 302,304,306
Hypercolumns for Object Segmentation and Fine-Grained Localization
Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra MalikDynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time
Richard A. Newcombe, Dieter Fox, Steven M. Seitz
Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection
George Papandreou, Iasonas Kokkinos, Pierre-André Savalle3D Scanning Deformable Objects With a Single RGBD Sensor
Mingsong Dou, Jonathan Taylor, Henry Fuchs, Andrew Fitzgibbon, Shahram Izadi
Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction
Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak LeeAn Efficient Volumetric Framework for Shape Tracking
Benjamin Allain, Jean-Sébastien Franco, Edmond Boyer
Going Deeper With Convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew RabinovichPart-Based Modelling of Compound Scenes From Images
Anton van den Hengel, Chris Russell, Anthony Dick, John Bastian, Daniel Pooley, Lachlan Fleming, Lourdes Agapito
Understanding Image Representations by Measuring Their Equivariance and Equivalence
Karel Lenc, Andrea VedaldiSUN RGB-D: A RGB-D Scene Understanding Benchmark Suite
Shuran Song, Samuel P. Lichtenberg, Jianxiong Xiao
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Anh Nguyen, Jason Yosinski, Jeff CluneSmall-Variance Nonparametric Clustering on the Hypersphere
Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
Monday June 8, 10:10am-12:30pm
Poster Session
Session 1A, Exhibit Hall A [Collated Extended Abstracts (117 MB)]
Poster #Title and Authors
1Going Deeper With Convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich
2Propagated Image Filtering
Jen-Hao Rick Chang, Yu-Chiang Frank Wang
3Web Scale Photo Hash Clustering on A Single Machine
Yunchao Gong, Marcin Pawlowski, Fei Yang, Louis Brandy, Lubomir Bourdev, Rob Fergus
4Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos
Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal
5Supervised Discrete Hashing
Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen
6What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?
Mihir Jain, Jan C. van Gemert, Cees G. M. Snoek
7Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation
Rahaf Aljundi, Rémi Emonet, Damien Muselet, Marc Sebban
8Blur Kernel Estimation Using Normalized Color-Line Prior
Wei-Sheng Lai, Jian-Jiun Ding, Yen-Yu Lin, Yung-Yu Chuang
9A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors
Nikhil Naik, Achuta Kadambi, Christoph Rhemann, Shahram Izadi, Ramesh Raskar, Sing Bing Kang
10Traditional Saliency Reloaded: A Good Old Model in New Shape
Simone Frintrop, Thomas Werner, Germán Martin Garcia
11Automatic Construction Of Robust Spherical Harmonic Subspaces
Patrick Snape, Yannis Panagakis, Stefanos Zafeiriou
12Leveraging Stereo Matching With Learning-Based Confidence Measures
Min-Gyu Park, Kuk-Jin Yoon
13Saliency Detection via Cellular Automata
Yao Qin, Huchuan Lu, Yiqun Xu, He Wang
14Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers
Jonas Wulff, Michael J. Black
15Learning Multiple Visual Tasks While Discovering Their Structure
Carlo Ciliberto, Lorenzo Rosasco, Silvia Villa
16Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen
17Structural Sparse Tracking
Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang
18Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin
19Uncalibrated Photometric Stereo Based on Elevation Angle Recovery From BRDF Symmetry of Isotropic Materials
Feng Lu, Imari Sato, Yoichi Sato
20Attributes and Categories for Generic Instance Search From One Example
Ran Tao, Arnold W.M. Smeulders, Shih-Fu Chang
21Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes
Mostafa Abdelrahman, Aly Farag, David Swanson, Moumen T. El-Melegy
22A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images
Christopher Zach, Adrian Penate-Sanchez, Minh-Tri Pham
23Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition
Zhengzhong Lan, Ming Lin, Xuanchong Li, Alex G. Hauptmann, Bhiksha Raj
24A Geodesic-Preserving Method for Image Warping
Dongping Li, Kaiming He, Jian Sun, Kun Zhou
25Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition
Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan
26From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement
Marko Ristin, Juergen Gall, Matthieu Guillaumin, Luc Van Gool
27Combination Features and Models for Human Detection
Yunsheng Jiang, Jinwen Ma
28Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction
Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee
29A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes
Spyridon Leonardos, Roberto Tron, Kostas Daniilidis
30An Efficient Volumetric Framework for Shape Tracking
Benjamin Allain, Jean-Sébastien Franco, Edmond Boyer
31Structured Sparse Subspace Clustering: A Unified Optimization Framework
Chun-Guang Li, René Vidal
32Delving Into Egocentric Actions
Yin Li, Zhefan Ye, James M. Rehg
33Latent Trees for Estimating Intensity of Facial Action Units
Sebastian Kaltwang, Sinisa Todorovic, Maja Pantic
34Robust Regression on Image Manifolds for Ordered Label Denoising
Hui Wu, Richard Souvenir
35Privacy Preserving Optics for Miniature Vision Sensors
Francesco Pittaluga, Sanjeev J. Koppal
36Deep Transfer Metric Learning
Junlin Hu, Jiwen Lu, Yap-Peng Tan
37Small-Variance Nonparametric Clustering on the Hypersphere
Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
38DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time
Richard A. Newcombe, Dieter Fox, Steven M. Seitz
39Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches
Yang Li, Jianke Zhu, Steven C.H. Hoi
40Predicting Eye Fixations Using Convolutional Neural Networks
Nian Liu, Junwei Han, Dingwen Zhang, Shifeng Wen, Tianming Liu
41Kernel Fusion for Better Image Deblurring
Long Mai, Feng Liu
42Direction Matters: Depth Estimation With a Surface Normal Classifier
Christian Häne, Ľubor Ladický, Marc Pollefeys
43Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection
George Papandreou, Iasonas Kokkinos, Pierre-André Savalle
44Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision
Yezhou Yang, Cornelia Fermüller, Yi Li, Yiannis Aloimonos
45Learning Hypergraph-Regularized Attribute Predictors
Sheng Huang, Mohamed Elhoseiny, Ahmed Elgammal, Dan Yang
46A Coarse-to-Fine Model for 3D Pose Estimation and Sub-Category Recognition
Roozbeh Mottaghi, Yu Xiang, Silvio Savarese
47Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Anh Nguyen, Jason Yosinski, Jeff Clune
48Deformable Part Models are Convolutional Neural Networks
Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik
49Hypercolumns for Object Segmentation and Fine-Grained Localization
Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik
50Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging
Johannes Hofmanninger, Georg Langs
51Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision
Stephan Schraml, Ahmed Nabil Belbachir, Horst Bischof
52Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables
Daniel Průša
53Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples
Hangfan Liu, Ruiqin Xiong, Jian Zhang, Wen Gao
543D Scanning Deformable Objects With a Single RGBD Sensor
Mingsong Dou, Jonathan Taylor, Henry Fuchs, Andrew Fitzgibbon, Shahram Izadi
55Nested Motion Descriptors
Jeffrey Byrne
56Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo
Gottfried Graber, Jonathan Balzer, Stefano Soatto, Thomas Pock
57Maximum Persistency via Iterative Relaxed Inference With Graphical Models
Alexander Shekhovtsov, Paul Swoboda, Bogdan Savchynskyy
58Deep Hierarchical Parsing for Semantic Segmentation
Abhishek Sharma, Oncel Tuzel, David W. Jacobs
59Designing Deep Networks for Surface Normal Estimation
Xiaolong Wang, David Fouhey, Abhinav Gupta
60Layered RGBD Scene Flow Estimation
Deqing Sun, Erik B. Sudderth, Hanspeter Pfister
61Hashing With Binary Autoencoders
Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei
62SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite
Shuran Song, Samuel P. Lichtenberg, Jianxiong Xiao
63Collaborative Feature Learning From Social Media
Chen Fang, Hailin Jin, Jianchao Yang, Zhe Lin
64Diversity-Induced Multi-View Subspace Clustering
Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu, Hua Zhang
65Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
Grant Van Horn, Steve Branson, Ryan Farrell, Scott Haber, Jessie Barry, Panos Ipeirotis, Pietro Perona, Serge Belongie
66Early Burst Detection for Memory-Efficient Image Retrieval
Miaojing Shi, Yannis Avrithis, Hervé Jégou
67Indoor Scene Structure Analysis for Single Image Depth Estimation
Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu
68Light Field Layer Matting
Juliet Fiss, Brian Curless, Rick Szeliski
69Depth Camera Tracking With Contour Cues
Qian-Yi Zhou, Vladlen Koltun
70Radial Distortion Homography
Zuzana Kukelova, Jan Heller, Martin Bujnak, Tomas Pajdla
71Efficient Object Localization Using Convolutional Networks
Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, Christoph Bregler
72Just Noticeable Defocus Blur Detection and Estimation
Jianping Shi, Li Xu, Jiaya Jia
73How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps
De-An Huang, Minghuang Ma, Wei-Chiu Ma, Kris M. Kitani
74Rotating Your Face Using Multi-Task Deep Neural Network
Junho Yim, Heechul Jung, ByungIn Yoo, Changkyu Choi, Dusik Park, Junmo Kim
75Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks
Maxime Oquab, Léon Bottou, Ivan Laptev, Josef Sivic
76Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning
Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu
77Dual Domain Filters Based Texture and Structure Preserving Image Non-Blind Deconvolution
Hang Yang, Ming Zhu, Yan Niu, Yujing Guan, Zhongbo Zhang
78Region-Based Temporally Consistent Video Post-Processing
Xuan Dong, Boyan Bonev, Yu Zhu, Alan L. Yuille
79Global Refinement of Random Forest
Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun
80Adaptive Region Pooling for Object Detection
Yi-Hsuan Tsai, Onur C. Hamsici, Ming-Hsuan Yang
81Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning
Mohammad Rastegari, Hannaneh Hajishirzi, Ali Farhadi
82MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking
Zhibin Hong, Zhe Chen, Chaohui Wang, Xue Mei, Danil Prokhorov, Dacheng Tao
83Finding Action Tubes
Georgia Gkioxari, Jitendra Malik
84Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal
Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce
85Complexity-Adaptive Distance Metric for Object Proposals Generation
Yao Xiao, Cewu Lu, Efstratios Tsougenis, Yongyi Lu, Chi-Keung Tang
86High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild
Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, Stan Z. Li
87Transformation of Markov Random Fields for Marginal Distribution Estimation
Masaki Saito, Takayuki Okatani
88Sparse Convolutional Neural Networks
Baoyuan Liu, Min Wang, Hassan Foroosh, Marshall Tappen, Marianna Pensky
89FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff, Dmitry Kalenichenko, James Philbin
90Cascaded Hand Pose Regression
Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, Jian Sun
91Cross-Scene Crowd Counting via Deep Convolutional Neural Networks
Cong Zhang, Hongsheng Li, Xiaogang Wang, Xiaokang Yang
92The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification
Tianjun Xiao, Yichong Xu, Kuiyuan Yang, Jiaxing Zhang, Yuxin Peng, Zheng Zhang
93End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression
Li Wan, David Eigen, Rob Fergus
94A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions
Kuan-Chuan Peng, Tsuhan Chen, Amir Sadovnik, Andrew C. Gallagher
95Neuroaesthetics in Fashion: Modeling the Perception of Fashionability
Edgar Simo-Serra, Sanja Fidler, Francesc Moreno-Noguer, Raquel Urtasun
96Part-Based Modelling of Compound Scenes From Images
Anton van den Hengel, Chris Russell, Anthony Dick, John Bastian, Daniel Pooley, Lachlan Fleming, Lourdes Agapito
97Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion
Olga Veksler
98Pooled Motion Features for First-Person Videos
Michael S. Ryoo, Brandon Rothrock, Larry Matthies
99Functional Correspondence by Matrix Completion
Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst
100Elastic-Net Regularization of Singular Values for Robust Subspace Learning
Eunwoo Kim, Minsik Lee, Songhwai Oh
101Hardware Compliant Approximate Image Codes
Da Kuang, Alex Gittens, Raffay Hamid
102Photometric Refinement of Depth Maps for Multi-Albedo Objects
Avishek Chatterjee, Venu Madhav Govindu
103Predicting the Future Behavior of a Time-Varying Probability Distribution
Christoph H. Lampert
104Classifier Based Graph Construction for Video Segmentation
Anna Khoreva, Fabio Galasso, Matthias Hein, Bernt Schiele
105ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding
Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles
106Mid-Level Deep Pattern Mining
Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
107Prediction of Search Targets From Fixations in Open-World Settings
Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling
108Understanding Image Representations by Measuring Their Equivariance and Equivalence
Karel Lenc, Andrea Vedaldi
109Effective Learning-Based Illuminant Estimation Using Simple Features
Dongliang Cheng, Brian Price, Scott Cohen, Michael S. Brown
110PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion
Johannes L. Schönberger, Alexander C. Berg, Jan-Michael Frahm
111Dense, Accurate Optical Flow Estimation With Piecewise Parametric Model
Jiaolong Yang, Hongdong Li
112Single-Image Estimation of the Camera Response Function in Near-Lighting
Pedro Rodrigues, João P. Barreto
113Multispectral Pedestrian Detection: Benchmark Dataset and Baseline
Soonmin Hwang, Jaesik Park, Namil Kim, Yukyung Choi, In So Kweon
114A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration
Jimmy Addison Lee, Jun Cheng, Beng Hai Lee, Ee Ping Ong, Guozhen Xu, Damon Wing Kee Wong, Jiang Liu, Augustinus Laude, Tock Han Lim
115Bilinear Heterogeneous Information Machine for RGB-D Action Recognition
Yu Kong, Yun Fu
116MRF Optimization by Graph Approximation
Wonsik Kim, Kyoung Mu Lee
117SALICON: Saliency in Context
Ming Jiang, Shengsheng Huang, Juanyong Duan, Qi Zhao
118Weakly Supervised Object Detection With Convex Clustering
Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars
119Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
120Learning Semantic Relationships for Better Action Retrieval in Images
Vignesh Ramanathan, Congcong Li, Jia Deng, Wei Han, Zhen Li, Kunlong Gu, Yang Song, Samy Bengio, Charles Rosenberg, Li Fei-Fei
121Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition
Yong Du, Wei Wang, Liang Wang
Monday June 8, 2:00pm-3:30pm
Discovery and Dense Correspondences3D Shape: Matching, Recognition, Reconstruction
Ballrooms A,B,CRooms 302,304,306
Discovering States and Transformations in Image Collections
Phillip Isola, Joseph J. Lim, Edward H. AdelsonCategory-Specific Object Reconstruction From a Single Image
Abhishek Kar, Shubham Tulsiani, João Carreira, Jitendra Malik
Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals
Minsu Cho, Suha Kwak, Cordelia Schmid, Jean PonceDiscriminative Shape From Shading in Uncalibrated Illumination
Stephan R. Richter, Stefan Roth
FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences
Tinghui Zhou, Yong Jae Lee, Stella X. Yu, Alyosha A. EfrosLearning to Generate Chairs With Convolutional Neural Networks
Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox
EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow
Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid3D ShapeNets: A Deep Representation for Volumetric Shapes
Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, Jianxiong Xiao
Phase-Based Frame Interpolation for Video
Simone Meyer, Oliver Wang, Henning Zimmer, Max Grosse, Alexander Sorkine-HornungSketch-Based 3D Shape Retrieval Using Convolutional Neural Networks
Fang Wang, Le Kang, Yi Li
Towards Open World Recognition
Abhijit Bendale, Terrance BoultData-Driven 3D Voxel Patterns for Object Category Recognition
Yu Xiang, Wongun Choi, Yuanqing Lin, Silvio Savarese
Monday June 8, 3:30pm-6:00pm
Poster Session
Session 1B, Exhibit Hall A [Collated Extended Abstracts (121 MB)]
Poster #Title and Authors
1Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs
Bo Li, Chunhua Shen, Yuchao Dai, Anton van den Hengel, Mingyi He
2Discriminative Shape From Shading in Uncalibrated Illumination
Stephan R. Richter, Stefan Roth
3Multi-Manifold Deep Metric Learning for Image Set Classification
Jiwen Lu, Gang Wang, Weihong Deng, Pierre Moulin, Jie Zhou
4Target Identity-Aware Network Flow for Online Multiple Target Tracking
Afshin Dehghan, Yicong Tian, Philip H. S. Torr, Mubarak Shah
5Adaptive As-Natural-As-Possible Image Stitching
Chung-Ching Lin, Sharathchandra U. Pankanti, Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin
6EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow
Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid
7Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification
Gong Cheng, Junwei Han, Lei Guo, Tianming Liu
8Continuous Visibility Feature
Guilin Liu, Yotam Gingold, Jyh-Ming Lien
9FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences
Tinghui Zhou, Yong Jae Lee, Stella X. Yu, Alyosha A. Efros
10Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals
Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce
11Supervised Descriptor Learning for Multi-Output Regression
Xiantong Zhen, Zhijie Wang, Mengyang Yu, Shuo Li
12A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis
Andrea Gasparetto, Andrea Torsello
13Temporally Coherent Interpretations for Long Videos Using Pattern Theory
Fillipe Souza, Sudeep Sarkar, Anuj Srivastava, Jingyong Su
14Line-Sweep: Cross-Ratio For Wide-Baseline Matching and 3D Reconstruction
Srikumar Ramalingam, Michel Antunes, Dan Snow, Gim Hee Lee, Sudeep Pillai
15Simplified Mirror-Based Camera Pose Computation via Rotation Averaging
Gucan Long, Laurent Kneip, Xin Li, Xiaohu Zhang, Qifeng Yu
16On the Relationship Between Visual Attributes and Convolutional Networks
Victor Escorcia, Juan Carlos Niebles, Bernard Ghanem
17Saliency Detection by Multi-Context Deep Learning
Rui Zhao, Wanli Ouyang, Hongsheng Li, Xiaogang Wang
18DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval
Jin Xie, Yi Fang, Fan Zhu, Edward Wong
19Bayesian Adaptive Matrix Factorization With Automatic Model Selection
Peixian Chen, Naiyan Wang, Nevin L. Zhang, Dit-Yan Yeung
20Joint Action Recognition and Pose Estimation From Video
Bruce Xiaohan Nie, Caiming Xiong, Song-Chun Zhu
21Fast Action Proposals for Human Action Detection and Search
Gang Yu, Junsong Yuan
22Joint Multi-Feature Spatial Context for Scene Recognition on the Semantic Manifold
Xinhang Song, Shuqiang Jiang, Luis Herranz
23Large-Scale Damage Detection Using Satellite Imagery
Lionel Gueguen, Raffay Hamid
24A Novel Locally Linear KNN Model for Visual Recognition
Qingfeng Liu, Chengjun Liu
25Bilinear Random Projections for Locality-Sensitive Binary Codes
Saehoon Kim, Seungjin Choi
26Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation
Xiaochuan Fan, Kang Zheng, Yuewei Lin, Song Wang
27Superpixel Segmentation Using Linear Spectral Clustering
Zhengqin Li, Jiansheng Chen
28Person Count Localization in Videos From Noisy Foreground and Detections
Sheng Chen, Alan Fern, Sinisa Todorovic
29Good Features to Track for Visual SLAM
Guangcong Zhang, Patricio A. Vela
30Discovering States and Transformations in Image Collections
Phillip Isola, Joseph J. Lim, Edward H. Adelson
31Generalized Deformable Spatial Pyramid: Geometry-Preserving Dense Correspondence Estimation
Junhwa Hur, Hwasup Lim, Changsoo Park, Sang Chul Ahn
32Classifier Adaptation at Prediction Time
Amélie Royer, Christoph H. Lampert
33Phase-Based Frame Interpolation for Video
Simone Meyer, Oliver Wang, Henning Zimmer, Max Grosse, Alexander Sorkine-Hornung
34Matching-CNN Meets KNN: Quasi-Parametric Human Parsing
Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan
35Absolute Pose for Cameras Under Flat Refractive Interfaces
Sebastian Haner, Kalle Åström
36Protecting Against Screenshots: An Image Processing Approach
Alex Yong-Sang Chia, Udana Bandara, Xiangyu Wang, Hiromi Hirano
37Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction
Ijaz Akhter, Michael J. Black
38VisKE: Visual Knowledge Extraction and Question Answering by Visual Verification of Relation Phrases
Fereshteh Sadeghi, Santosh K. Kumar Divvala, Ali Farhadi
39A Graphical Model Approach for Matching Partial Signatures
Xianzhi Du, David Doermann, Wael Abd-Almageed
40From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh K. Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
41Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification
Liping Jing, Liu Yang, Jian Yu, Michael K. Ng
42ConceptLearner: Discovering Visual Concepts From Weakly Labeled Image Collections
Bolei Zhou, Vignesh Jagadeesh, Robinson Piramuthu
43Computationally Bounded Retrieval
Mohammad Rastegari, Cem Keskin, Pushmeet Kohli, Shahram Izadi
44Viewpoints and Keypoints
Shubham Tulsiani, Jitendra Malik
45Discrete Hyper-Graph Matching
Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu
46Rolling Shutter Motion Deblurring
Shuochen Su, Wolfgang Heidrich
47Learning to Generate Chairs With Convolutional Neural Networks
Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox
48Accurate Depth Map Estimation From a Lenslet Light Field Camera
Hae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai, In So Kweon
49Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval
Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan
50Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification
Dapeng Chen, Zejian Yuan, Gang Hua, Nanning Zheng, Jingdong Wang
51Learning to Propose Objects
Philipp Krähenbühl, Vladlen Koltun
52Basis Mapping Based Boosting for Object Detection
Haoyu Ren, Ze-Nian Li
53Computing the Stereo Matching Cost With a Convolutional Neural Network
Jure Žbontar, Yann LeCun
54Recognize Complex Events From Static Images by Fusing Deep Channels
Yuanjun Xiong, Kai Zhu, Dahua Lin, Xiaoou Tang
55Multi-Feature Max-Margin Hierarchical Bayesian Model for Action Recognition
Shuang Yang, Chunfeng Yuan, Baoxin Wu, Weiming Hu, Fangshi Wang
56Model Recommendation: Generating Object Detectors From Few Samples
Yu-Xiong Wang, Martial Hebert
57A Linear Least-Squares Solution to Elastic Shape-From-Template
Abed Malti, Adrien Bartoli, Richard Hartley
58Robust Large Scale Monocular Visual SLAM
Guillaume Bourmaud, Rémi Mégret
59Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering
Minsik Lee, Jieun Lee, Hyeogjin Lee, Nojun Kwak
60Bayesian Inference for Neighborhood Filters With Application in Denoising
Chao-Tsung Huang
61Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition
Di Lin, Xiaoyong Shen, Cewu Lu, Jiaya Jia
62Unconstrained Realtime Facial Performance Capture
Pei-Lun Hsieh, Chongyang Ma, Jihun Yu, Hao Li
63Blind Optical Aberration Correction by Exploring Geometric and Visual Priors
Tao Yue, Jinli Suo, Jue Wang, Xun Cao, Qionghai Dai
64Ontological Supervision for Fine Grained Classification of Street View Storefronts
Yair Movshovitz-Attias, Qian Yu, Martin C. Stumpe, Vinay Shet, Sacha Arnoud, Liron Yatziv
65Finding Distractors In Images
Ohad Fried, Eli Shechtman, Dan B. Goldman, Adam Finkelstein
66From Image-Level to Pixel-Level Labeling With Convolutional Networks
Pedro O. Pinheiro, Ronan Collobert
67Semantic Alignment of LiDAR Data at City Scale
Fisher Yu, Jianxiong Xiao, Thomas Funkhouser
68Oriented Edge Forests for Boundary Detection
Sam Hallman, Charless C. Fowlkes
69Query-Adaptive Late Fusion for Image Search and Person Re-Identification
Liang Zheng, Shengjin Wang, Lu Tian, Fei He, Ziqiong Liu, Qi Tian
70Filtered Feature Channels for Pedestrian Detection
Shanshan Zhang, Rodrigo Benenson, Bernt Schiele
71GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs
Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang
72PatchCut: Data-Driven Object Segmentation via Local Shape Transfer
Jimei Yang, Brian Price, Scott Cohen, Zhe Lin, Ming-Hsuan Yang
73Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization
Yinqiang Zheng, Imari Sato, Yoichi Sato
74Semantic Part Segmentation Using Compositional Model Combining Shape and Appearance
Jianyu Wang, Alan L. Yuille
75A Discriminative CNN Video Representation for Event Detection
Zhongwen Xu, Yi Yang, Alex G. Hauptmann
7624/7 Place Recognition by View Synthesis
Akihiko Torii, Relja Arandjelović, Josef Sivic, Masatoshi Okutomi, Tomas Pajdla
77Understanding Image Virality
Arturo Deza, Devi Parikh
78Book2Movie: Aligning Video Scenes With Book Chapters
Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen
793D Model-Based Continuous Emotion Recognition
Hui Chen, Jiangdong Li, Fengjun Zhang, Yang Li, Hongan Wang
80Learning to Rank in Person Re-Identification With Metric Ensembles
Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
81Making Better Use of Edges via Perceptual Grouping
Yonggang Qi, Yi-Zhe Song, Tao Xiang, Honggang Zhang, Timothy Hospedales, Yi Li, Jun Guo
82Real-Time Joint Estimation of Camera Orientation and Vanishing Points
Jeong-Kyun Lee, Kuk-Jin Yoon
83Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks
Fang Wang, Le Kang, Yi Li
84Salient Object Detection via Bootstrap Learning
Na Tong, Huchuan Lu, Xiang Ruan, Ming-Hsuan Yang
85Towards Open World Recognition
Abhijit Bendale, Terrance Boult
86Data-Driven 3D Voxel Patterns for Object Category Recognition
Yu Xiang, Wongun Choi, Yuanqing Lin, Silvio Savarese
873D ShapeNets: A Deep Representation for Volumetric Shapes
Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, Jianxiong Xiao
88Robust Image Alignment With Multiple Feature Descriptors and Matching-Guided Neighborhoods
Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang
89Pushing the Frontiers of Unconstrained Face Detection and Recognition: IARPA Janus Benchmark A
Brendan F. Klare, Ben Klein, Emma Taborsky, Austin Blanton, Jordan Cheney, Kristen Allen, Patrick Grother, Alan Mah, Mark Burge, Anil K. Jain
90Depth From Shading, Defocus, and Correspondence Using Light-Field Angular Coherence
Michael W. Tao, Pratul P. Srinivasan, Jitendra Malik, Szymon Rusinkiewicz, Ravi Ramamoorthi
91New Insights Into Laplacian Similarity Search
Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang
92Feature-Independent Context Estimation for Automatic Image Annotation
Amara Tariq, Hassan Foroosh
93Category-Specific Object Reconstruction From a Single Image
Abhishek Kar, Shubham Tulsiani, João Carreira, Jitendra Malik
94Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph
Hang Su, Zhaozheng Yin, Takeo Kanade, Seungil Huh
95Efficient and Accurate Approximations of Nonlinear Convolutional Networks
Xiangyu Zhang, Jianhua Zou, Xiang Ming, Kaiming He, Jian Sun
96Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries
Gunhee Kim, Seungwhan Moon, Leonid Sigal
97Casual Stereoscopic Panorama Stitching
Fan Zhang, Feng Liu
98Superpixel Meshes for Fast Edge-Preserving Surface Reconstruction
András Bódis-Szomorú, Hayko Riemenschneider, Luc Van Gool
99Best-Buddies Similarity for Robust Template Matching
Tali Dekel, Shaul Oron, Michael Rubinstein, Shai Avidan, William T. Freeman
100Superdifferential Cuts for Binary Energies
Tatsunori Taniai, Yasuyuki Matsushita, Takeshi Naemura
101The S-Hock Dataset: Analyzing Crowds at the Stadium
Davide Conigliaro, Paolo Rota, Francesco Setti, Chiara Bassetti, Nicola Conci, Nicu Sebe, Marco Cristani
102Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets
Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen
103Texture Representations for Image and Video Synthesis
Georgios Georgiadis, Alessandro Chiuso, Stefano Soatto
104Shadow Optimization From Structured Deep Edge Detection
Li Shen, Teck Wee Chua, Karianto Leman
105Total Variation Regularization of Shape Signals
Maximilian Baust, Laurent Demaret, Martin Storath, Nassir Navab, Andreas Weinmann
106Learning Similarity Metrics for Dynamic Scene Segmentation
Damien Teney, Matthew Brown, Dmitry Kit, Peter Hall
107Subspace Clustering by Mixture of Gaussian Regression
Baohua Li, Ying Zhang, Zhouchen Lin, Huchuan Lu
108DASC: Dense Adaptive Self-Correlation Descriptor for Multi-Modal and Multi-Spectral Correspondence
Seungryong Kim, Dongbo Min, Bumsub Ham, Seungchul Ryu, Minh N. Do, Kwanghoon Sohn
109In Defense of Color-Based Model-Free Tracking
Horst Possegger, Thomas Mauthner, Horst Bischof
110Best of Both Worlds: Human-Machine Collaboration for Object Annotation
Olga Russakovsky, Li-Jia Li, Li Fei-Fei
111Robust Multiple Homography Estimation: An Ill-Solved Problem
Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel
112Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition
Ting Yao, Yingwei Pan, Chong-Wah Ngo, Houqiang Li, Tao Mei
113Articulated Motion Discovery Using Pairs of Trajectories
Luca Del Pero, Susanna Ricco, Rahul Sukthankar, Vittorio Ferrari
114A Solution for Multi-Alignment by Transformation Synchronisation
Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge Goncalves
115A Convex Optimization Approach to Robust Fundamental Matrix Estimation
Yongfang Cheng, Jose A. Lopez, Octavia Camps, Mario Sznaier
116Simultaneous Pose and Non-Rigid Shape With Particle Dynamics
Antonio Agudo, Francesc Moreno-Noguer
117Semi-Supervised Learning With Explicit Relationship Regularization
Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt
118Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning
Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li
119Joint Patch and Multi-Label Learning for Facial Action Unit Detection
Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang
120Real-Time Visual Analysis of Microvascular Blood Flow for Critical Care
Chao Liu, Hernando Gomez, Srinivasa Narasimhan, Artur Dubrawski, Michael R. Pinsky, Brian Zuckerbraun
Tuesday June 9, 8:30am-10:00am
Images and LanguageMultiple View Geometry
Ballrooms A,B,CRooms 302,304,306
Show and Tell: A Neural Image Caption Generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru ErhanReconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)
Jared Heinly, Johannes L. Schönberger, Enrique Dunn, Jan-Michael Frahm
Deep Visual-Semantic Alignments for Generating Image Descriptions
Andrej Karpathy, Li Fei-FeiJoint Vanishing Point Extraction and Tracking
Till Kroeger, Dengxin Dai, Luc Van Gool
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description
Jeffrey Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Kate Saenko, Trevor DarrellRobust Camera Location Estimation by Convex Programming
Onur Özyesil, Amit Singer
Image Specificity
Mainak Jas, Devi ParikhEfficient Globally Optimal Consensus Maximisation With Tree Search
Tat-Jun Chin, Pulak Purkait, Anders Eriksson, David Suter
Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks
Xiao Lin, Devi ParikhR6P - Rolling Shutter Absolute Camera Pose
Cenek Albl, Zuzana Kukelova, Tomas Pajdla
Becoming the Expert - Interactive Multi-Class Machine Teaching
Edward Johns, Oisin Mac Aodha, Gabriel J. BrostowBuilding Proteins in a Day: Efficient 3D Molecular Reconstruction
Marcus A. Brubaker, Ali Punjani, David J. Fleet
Tuesday June 9, 10:00am-12:30pm
Poster Session
Session 2A, Exhibit Hall A [Collated Extended Abstracts (105 MB)]
Poster #Title and Authors
1JOTS: Joint Online Tracking and Segmentation
Longyin Wen, Dawei Du, Zhen Lei, Stan Z. Li, Ming-Hsuan Yang
2Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization
Jia Xu, Lopamudra Mukherjee, Yin Li, Jamieson Warner, James M. Rehg, Vikas Singh
3Sparse Depth Super Resolution
Jiajun Lu, David Forsyth
4Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
Kai-Fu Yang, Shao-Bing Gao, Yong-Jie Li
5Can Humans Fly? Action Understanding With Multiple Classes of Actors
Chenliang Xu, Shao-Hang Hsieh, Caiming Xiong, Jason J. Corso
6Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity
Lei Zhang, Wei Wei, Yanning Zhang, Chunna Tian, Fei Li
7Class Consistent Multi-Modal Fusion With Binary Features
Ashish Shrivastava, Mohammad Rastegari, Sumit Shekhar, Rama Chellappa, Larry S. Davis
8R6P - Rolling Shutter Absolute Camera Pose
Cenek Albl, Zuzana Kukelova, Tomas Pajdla
9Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals
Daniel Moreno, Kilho Son, Gabriel Taubin
10Shape and Light Directions From Shading and Polarization
Trung Ngo Thanh, Hajime Nagahara, Rin-ichiro Taniguchi
113D Deep Shape Descriptor
Yi Fang, Jin Xie, Guoxian Dai, Meng Wang, Fan Zhu, Tiantian Xu, Edward Wong
12Cross-Age Face Verification by Coordinating With Cross-Face Age Verification
Liang Du, Haibin Ling
13Beyond Mahalanobis Metric: Cayley-Klein Metric Learning
Yanhong Bi, Bin Fan, Fuchao Wu
14From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding
Peihua Li, Xiaoxiao Lu, Qilong Wang
15FPA-CS: Focal Plane Array-Based Compressive Imaging in Short-Wave Infrared
Huaijin Chen, M. Salman Asif, Aswin C. Sankaranarayanan, Ashok Veeraraghavan
16BOLD - Binary Online Learned Descriptor For Efficient Image Matching
Vassileios Balntas, Lilian Tang, Krystian Mikolajczyk
17Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras
Lei Xiao, Felix Heide, Matthew O'Toole, Andreas Kolb, Matthias B. Hullin, Kyros Kutulakos, Wolfgang Heidrich
18Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation
Mauricio Delbracio, Guillermo Sapiro
19SOM: Semantic Obviousness Metric for Image Quality Assessment
Peng Zhang, Wengang Zhou, Lei Wu, Houqiang Li
20DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection
Wanli Ouyang, Xiaogang Wang, Xingyu Zeng, Shi Qiu, Ping Luo, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Chen-Change Loy, Xiaoou Tang
21Efficient Globally Optimal Consensus Maximisation With Tree Search
Tat-Jun Chin, Pulak Purkait, Anders Eriksson, David Suter
22Mind's Eye: A Recurrent Visual Representation for Image Caption Generation
Xinlei Chen, C. Lawrence Zitnick
23Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location
Raghuraman Gopalan
24P3.5P: Pose Estimation With Unknown Focal Length
Changchang Wu
25Joint Vanishing Point Extraction and Tracking
Till Kroeger, Dengxin Dai, Luc Van Gool
26Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition
Hossein Rahmani, Ajmal Mian
27Random Tree Walk Toward Instantaneous 3D Human Pose Estimation
Ho Yub Jung, Soochahn Lee, Yong Seok Heo, Il Dong Yun
28Deep Hashing for Compact Binary Codes Learning
Venice Erin Liong, Jiwen Lu, Gang Wang, Pierre Moulin, Jie Zhou
29Completing 3D Object Shape From One Depth Image
Jason Rock, Tanmay Gupta, Justin Thorsen, JunYoung Gwak, Daeyun Shin, Derek Hoiem
30Encoding Based Saliency Detection for Videos and Images
Thomas Mauthner, Horst Possegger, Georg Waltner, Horst Bischof
31Online Sketching Hashing
Cong Leng, Jiaxiang Wu, Jian Cheng, Xiao Bai, Hanqing Lu
32Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation
Christopher Bongsoo Choy, Michael Stark, Sam Corbett-Davies, Silvio Savarese
33Representing 3D Texture on Mesh Manifolds for Retrieval and Recognition Applications
Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo
34Saliency Propagation From Simple to Difficult
Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang
35Learning an Efficient Model of Hand Shape Variation From Depth Images
Sameh Khamis, Jonathan Taylor, Jamie Shotton, Cem Keskin, Shahram Izadi, Andrew Fitzgibbon
36On the Minimal Problems of Low-Rank Matrix Factorization
Fangyuan Jiang, Magnus Oskarsson, Kalle Åström
37Symmetry-Based Text Line Detection in Natural Scenes
Zheng Zhang, Wei Shen, Cong Yao, Xiang Bai
38DevNet: A Deep Event Network for Multimedia Event Detection and Evidence Recounting
Chuang Gan, Naiyan Wang, Yi Yang, Dit-Yan Yeung, Alex G. Hauptmann
39Learning to Detect Motion Boundaries
Philippe Weinzaepfel, Jerome Revaud, Zaid Harchaoui, Cordelia Schmid
40Improving Object Proposals With Multi-Thresholding Straddling Expansion
Xiaozhi Chen, Huimin Ma, Xiang Wang, Zhichen Zhao
41Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel
Hossein Hajimirsadeghi, Wang Yan, Arash Vahdat, Greg Mori
42Unconstrained 3D Face Reconstruction
Joseph Roth, Yiying Tong, Xiaoming Liu
43Becoming the Expert - Interactive Multi-Class Machine Teaching
Edward Johns, Oisin Mac Aodha, Gabriel J. Brostow
44Long-Term Recurrent Convolutional Networks for Visual Recognition and Description
Jeffrey Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Kate Saenko, Trevor Darrell
45Zero-Shot Object Recognition by Semantic Manifold Distance
Zhenyong Fu, Tao Xiang, Elyor Kodirov, Shaogang Gong
46Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification
Saining Xie, Tianbao Yang, Xiaoyu Wang, Yuanqing Lin
47Direct Structure Estimation for 3D Reconstruction
Nianjuan Jiang, Daniel Lin, Minh N. Do, Jiangbo Lu
48Global Supervised Descent Method
Xuehan Xiong, Fernando De la Torre
49Robust Camera Location Estimation by Convex Programming
Onur Özyesil, Amit Singer
50Practical Robust Two-View Translation Estimation
Johan Fredriksson, Viktor Larsson, Carl Olsson
51Learning From Massive Noisy Labeled Data for Image Classification
Tong Xiao, Tian Xia, Yi Yang, Chang Huang, Xiaogang Wang
52KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading
Mithun Das Gupta, Srinidhi Srinivasa, Madhukara J., Meryl Antony
53Robust Saliency Detection via Regularized Random Walks Ranking
Changyang Li, Yuchen Yuan, Weidong, Cai, Yong Xia, David Dagan Feng
54Weakly Supervised Semantic Segmentation for Social Images
Wei Zhang, Sheng Zeng, Dequan Wang, Xiangyang Xue
55Image Specificity
Mainak Jas, Devi Parikh
56A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle
Neel Shah, Vladimir Kolmogorov, Christoph H. Lampert
57Web-Scale Training for Face Identification
Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf
58Dynamically Encoded Actions Based on Spacetime Saliency
Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes
59Three Viewpoints Toward Exemplar SVM
Takumi Kobayashi
60Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach
Li Niu, Wen Li, Dong Xu
61Clustering of Static-Adaptive Correspondences for Deformable Object Tracking
Georg Nebehay, Roman Pflugfelder
62Geo-Semantic Segmentation
Shervin Ardeshir, Kofi Malcolm Collins-Sibley, Mubarak Shah
63Towards Unified Depth and Semantic Prediction From a Single Image
Peng Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, Alan L. Yuille
64Towards Force Sensing From Vision: Observing Hand-Object Interactions to Infer Manipulation Forces
Tu-Hoa Pham, Abderrahmane Kheddar, Ammar Qammaz, Antonis A. Argyros
65A MRF Shape Prior for Facade Parsing With Occlusions
Mateusz Koziński, Raghudeep Gadde, Sergey Zagoruyko, Guillaume Obozinski, Renaud Marlet
66Probability Occupancy Maps for Occluded Depth Images
Timur Bagautdinov, François Fleuret, Pascal Fua
67Segment Based 3D Object Shape Priors
Rabeeh Karimi Mahabadi, Christian Häne, Marc Pollefeys
68Shape-From-Template in Flatland
Mathias Gallardo, Daniel Pizarro, Adrien Bartoli, Toby Collins
69Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition
Yixin Zhu, Yibiao Zhao, Song Chun Zhu
70Deep Roto-Translation Scattering for Object Classification
Edouard Oyallon, Stéphane Mallat
71Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching
Hong-Ren Su, Shang-Hong Lai
72Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning
Judy Hoffman, Deepak Pathak, Trevor Darrell, Kate Saenko
73Deeply Learned Face Representations Are Sparse, Selective, and Robust
Yi Sun, Xiaogang Wang, Xiaoou Tang
74Unsupervised Visual Alignment With Similarity Graphs
Fatemeh Shokrollahi Yancheshmeh, Ke Chen, Joni-Kristian Kämäräinen
75Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression
Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang
76Inferring 3D Layout of Building Facades From a Single Image
Jiyan Pan, Martial Hebert, Takeo Kanade
77Evaluation of Output Embeddings for Fine-Grained Image Classification
Zeynep Akata, Scott Reed, Daniel Walter, Honglak Lee, Bernt Schiele
78Virtual View Networks for Object Reconstruction
João Carreira, Abhishek Kar, Shubham Tulsiani, Jitendra Malik
79Real-Time Coarse-to-Fine Topologically Preserving Segmentation
Jian Yao, Marko Boben, Sanja Fidler, Raquel Urtasun
80Supervised Mid-Level Features for Word Image Representation
Albert Gordo
81Learning Lightness From Human Judgement on Relative Reflectance
Takuya Narihira, Michael Maire, Stella X. Yu
82Scene Classification With Semantic Fisher Vectors
Mandar Dixit, Si Chen, Dashan Gao, Nikhil Rasiwasia, Nuno Vasconcelos
83Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks
Xiao Lin, Devi Parikh
84Co-Saliency Detection via Looking Deep and Wide
Dingwen Zhang, Junwei Han, Chao Li, Jingdong Wang
85Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction
Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Torsello, Emanuele Rodolà, Daniel Cremers
86Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery
Wei Liu, Rongrong Ji, Shaozi Li
87An Active Search Strategy for Efficient Object Class Detection
Abel Gonzalez-Garcia, Alexander Vezhnevets, Vittorio Ferrari
88Geodesic Exponential Kernels: When Curvature and Linearity Conflict
Aasa Feragen, François Lauze, Søren Hauberg
89Transformation-Invariant Convolutional Jungles
Dmitry Laptev, Joachim M. Buhmann
90Exemplar SVMs as Visual Feature Encoders
Joaquin Zepeda, Patrick Pérez
91Object Scene Flow for Autonomous Vehicles
Moritz Menze, Andreas Geiger
92Reflectance Hashing for Material Recognition
Hang Zhang, Kristin Dana, Ko Nishino
93Joint Photo Stream and Blog Post Summarization and Exploration
Gunhee Kim, Seungwhan Moon, Leonid Sigal
94Video Summarization by Learning Submodular Mixtures of Objectives
Michael Gygli, Helmut Grabner, Luc Van Gool
95Building Proteins in a Day: Efficient 3D Molecular Reconstruction
Marcus A. Brubaker, Ali Punjani, David J. Fleet
96Learning Descriptors for Object Recognition and 3D Pose Estimation
Paul Wohlhart, Vincent Lepetit
97Image Partitioning Into Convex Polygons
Liuyun Duan, Florent Lafarge
98Deep Visual-Semantic Alignments for Generating Image Descriptions
Andrej Karpathy, Li Fei-Fei
99Unsupervised Learning of Complex Articulated Kinematic Structures Combining Motion and Skeleton Information
Hyung Jin Chang, Yiannis Demiris
100Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables
Rushil Anirudh, Pavan Turaga, Jingyong Su, Anuj Srivastava
101Show and Tell: A Neural Image Caption Generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan
102Descriptor Free Visual Indoor Localization With Line Segments
Branislav Micusik, Horst Wildenauer
103Fixation Bank: Learning to Reweight Fixation Candidates
Jiaping Zhao, Christian Siagian, Laurent Itti
104Deep Networks for Saliency Detection via Local Estimation and Global Search
Lijun Wang, Huchuan Lu, Xiang Ruan, Ming-Hsuan Yang
105Reflection Removal Using Ghosting Cues
YiChang Shih, Dilip Krishnan, Frédo Durand, William T. Freeman
106A Dataset for Movie Description
Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele
107Fast and Robust Hand Tracking Using Detection-Guided Optimization
Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt
108Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition
Peng Wang, Chunhua Shen, Anton van den Hengel
109Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution
Wangmeng Zuo, Dongwei Ren, Shuhang Gu, Liang Lin, Lei Zhang
110Eye Tracking Assisted Extraction of Attentionally Important Objects From Videos
Karthikeyan Shanmuga Vadivel, Thuyen Ngo, Miguel Eckstein, B.S. Manjunath
111Multi-View Feature Engineering and Learning
Jingming Dong, Nikolaos Karianakis, Damek Davis, Joshua Hernandez, Jonathan Balzer, Stefano Soatto
112Self Scaled Regularized Robust Regression
Yin Wang, Caglayan Dicle, Mario Sznaier, Octavia Camps
113Simultaneous Feature Learning and Hash Coding With Deep Neural Networks
Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan
114MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
Xufeng Han, Thomas Leung, Yangqing Jia, Rahul Sukthankar, Alexander C. Berg
115Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)
Jared Heinly, Johannes L. Schönberger, Enrique Dunn, Jan-Michael Frahm
116Exact Bias Correction and Covariance Estimation for Stereo Vision
Charles Freundlich, Michael Zavlanos, Philippos Mordohai
117Computing Similarity Transformations From Only Image Correspondences
Chris Sweeney, Laurent Kneip, Tobias Höllerer, Matthew Turk
118Image Segmentation in Twenty Questions
Christian Rupprecht, Loïc Peter, Nassir Navab
119Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition
Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian
120Sparse Projections for High-Dimensional Binary Codes
Yan Xia, Kaiming He, Pushmeet Kohli, Jian Sun
Tuesday June 9, 2:00pm-3:30pm
Segmentation in Images and Video3D Models and Images
Ballrooms A,B,CRooms 302,304,306
Causal Video Object Segmentation From Persistence of Occlusions
Brian Taylor, Vasiliy Karasev, Stefano SoattoPicture: A Probabilistic Programming Language for Scene Perception
Tejas D. Kulkarni, Pushmeet Kohli, Joshua B. Tenenbaum, Vikash Mansinghka
Semantic Object Segmentation via Detection in Weakly Labeled Video
Yu Zhang, Xiaowu Chen, Jia Li, Chen Wang, Changqun XiaRent3D: Floor-Plan Priors for Monocular Layout Estimation
Chenxi Liu, Alexander G. Schwing, Kaustav Kundu, Raquel Urtasun, Sanja Fidler
Fully Convolutional Networks for Semantic Segmentation
Jonathan Long, Evan Shelhamer, Trevor DarrellThe Stitched Puppet: A Graphical Model of 3D Human Shape and Pose
Silvia Zuffi, Michael J. Black
Shape-Tailored Local Descriptors and Their Application to Segmentation and Tracking
Naeemullah Khan, Marei Algarni, Anthony Yezzi, Ganesh Sundaramoorthi3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach
Xiaowei Zhou, Spyridon Leonardos, Xiaoyan Hu, Kostas Daniilidis
Deep Filter Banks for Texture Recognition and Segmentation
Mircea Cimpoi, Subhransu Maji, Andrea VedaldiHolistic 3D Scene Understanding From a Single Geo-Tagged Image
Shenlong Wang, Sanja Fidler, Raquel Urtasun
Active Learning for Structured Probabilistic Models With Histogram Approximation
Qing Sun, Ankit Laddha, Dhruv BatraJoint SFM and Detection Cues for Monocular 3D Localization in Road Scenes
Shiyu Song, Manmohan Chandraker
Tuesday June 9, 3:30pm-6:00pm
Poster Session
Session 2B, Exhibit Hall A [Collated Extended Abstracts (114 MB)]
Poster #Title and Authors
1Hierarchically-Constrained Optical Flow
Ryan Kennedy, Camillo J. Taylor
2The k-Support Norm and Convex Envelopes of Cardinality and Rank
Anders Eriksson, Trung Thanh Pham, Tat-Jun Chin, Ian Reid
3Matching Bags of Regions in RGBD images
Hao Jiang
4Recurrent Convolutional Neural Network for Object Recognition
Ming Liang, Xiaolin Hu
5Feedforward Semantic Segmentation With Zoom-Out Features
Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich
6The Aperture Problem for Refractive Motion
Tianfan Xue, Hossein Mobahi, Frédo Durand, William T. Freeman
7Saliency-Aware Geodesic Video Object Segmentation
Wenguan Wang, Jianbing Shen, Fatih Porikli
8DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets
Sukrit Shankar, Vikas K. Garg, Roberto Cipolla
9Rent3D: Floor-Plan Priors for Monocular Layout Estimation
Chenxi Liu, Alexander G. Schwing, Kaustav Kundu, Raquel Urtasun, Sanja Fidler
10Learning a Sequential Search for Landmarks
Saurabh Singh, Derek Hoiem, David Forsyth
11Fully Convolutional Networks for Semantic Segmentation
Jonathan Long, Evan Shelhamer, Trevor Darrell
12Deep Correlation for Matching Images and Text
Fei Yan, Krystian Mikolajczyk
13Multi-Objective Convolutional Learning for Face Labeling
Sifei Liu, Jimei Yang, Chang Huang, Ming-Hsuan Yang
14Deep Multiple Instance Learning for Image Classification and Auto-Annotation
Jiajun Wu, Yinan Yu, Chang Huang, Kai Yu
15Multi-Instance Object Segmentation With Occlusion Handling
Yi-Ting Chen, Xiaokai Liu, Ming-Hsuan Yang
16Material Recognition in the Wild With the Materials in Context Database
Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala
17Understanding Pedestrian Behaviors From Stationary Crowd Groups
Shuai Yi, Hongsheng Li, Xiaogang Wang
18Depth From Focus With Your Mobile Phone
Supasorn Suwajanakorn, Carlos Hernandez, Steven M. Seitz
19Fusion Moves for Correlation Clustering
Thorsten Beier, Fred A. Hamprecht, Jörg H. Kappes
20Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images
Dan Banica, Cristian Sminchisescu
21Metric Imitation by Manifold Transfer for Efficient Vision Applications
Dengxin Dai, Till Kroeger, Radu Timofte, Luc Van Gool
22The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose
Silvia Zuffi, Michael J. Black
23Scene Labeling With LSTM Recurrent Neural Networks
Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki
24FAemb: A Function Approximation-Based Embedding Method for Image Retrieval
Thanh-Toan Do, Quang D. Tran, Ngai-Man Cheung
25Automatically Discovering Local Visual Material Attributes
Gabriel Schwartz, Ko Nishino
26Depth Image Enhancement Using Local Tangent Plane Approximations
Kiyoshi Matsuo, Yoshimitsu Aoki
27Video Co-Summarization: Video Summarization by Visual Co-Occurrence
Wen-Sheng Chu, Yale Song, Alejandro Jaimes
28Watch and Learn: Semi-Supervised Learning for Object Detectors From Video
Ishan Misra, Abhinav Shrivastava, Martial Hebert
29Generalized Tensor Total Variation Minimization for Visual Data Recovery
Xiaojie Guo, Yi Ma
30Active Learning for Structured Probabilistic Models With Histogram Approximation
Qing Sun, Ankit Laddha, Dhruv Batra
31Image Parsing With a Wide Range of Classes and Scene-Level Context
Marian George
32Bayesian Sparse Representation for Hyperspectral Image Super Resolution
Naveed Akhtar, Faisal Shafait, Ajmal Mian
33Semantic Object Segmentation via Detection in Weakly Labeled Video
Yu Zhang, Xiaowu Chen, Jia Li, Chen Wang, Changqun Xia
34Learning With Dataset Bias in Latent Subcategory Models
Dimitris Stamos, Samuele Martelli, Moin Nabi, Andrew McDonald, Vittorio Murino, Massimiliano Pontil
35Project-Out Cascaded Regression With an Application to Face Alignment
Georgios Tzimiropoulos
36Image Retrieval Using Scene Graphs
Justin Johnson, Ranjay Krishna, Michael Stark, Li-Jia Li, David Shamma, Michael Bernstein, Li Fei-Fei
37Unifying Holistic and Parts-Based Deformable Model Fitting
Joan Alabort-i-Medina, Stefanos Zafeiriou
38Small Instance Detection by Integer Programming on Object Density Maps
Zheng Ma, Lei Yu, Antoni B. Chan
39Motion Part Regularization: Improving Action Recognition via Trajectory Selection
Bingbing Ni, Pierre Moulin, Xiaokang Yang, Shuicheng Yan
40Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection
Wu Liu, Tao Mei, Yongdong Zhang, Cherry Che, Jiebo Luo
41Fine-Grained Visual Categorization via Multi-Stage Metric Learning
Qi Qian, Rong Jin, Shenghuo Zhu, Yuanqing Lin
42Saturation-Preserving Specular Reflection Separation
Yuanliu Liu, Zejian Yuan, Nanning Zheng, Yang Wu
43Joint SFM and Detection Cues for Monocular 3D Localization in Road Scenes
Shiyu Song, Manmohan Chandraker
44Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture
Florent Perronnin, Diane Larlus
45UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints
Xing Mei, Weiming Dong, Bao-Gang Hu, Siwei Lyu
46Human Action Segmentation With Hierarchical Supervoxel Consistency
Jiasen Lu, ran Xu , Jason J. Corso
47Robust Manhattan Frame Estimation From a Single RGB-D Image
Bernard Ghanem, Ali Thabet, Juan Carlos Niebles, Fabian Caba Heilbron
48Learning to Segment Under Various Forms of Weak Supervision
Jia Xu, Alexander G. Schwing, Raquel Urtasun
49Fast and Accurate Image Upscaling With Super-Resolution Forests
Samuel Schulter, Christian Leistner, Horst Bischof
50Light Field From Micro-Baseline Image Pair
Zhoutong Zhang, Yebin Liu, Qionghai Dai
51Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras
Ahmed Elhayek, Edilson de Aguiar, Arjun Jain, Jonathan Tompson, Leonid Pishchulin, Micha Andriluka, Chris Bregler, Bernt Schiele, Christian Theobalt
52Learning Scene-Specific Pedestrian Detectors Without Real Data
Hironori Hattori, Vishnu Naresh Boddeti, Kris M. Kitani, Takeo Kanade
53Deep Filter Banks for Texture Recognition and Segmentation
Mircea Cimpoi, Subhransu Maji, Andrea Vedaldi
54Multiple Random Walkers and Their Application to Image Cosegmentation
Chulwoo Lee, Won-Dong Jang, Jae-Young Sim, Chang-Su Kim
55Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow
Rui Caseiro, João F. Henriques, Pedro Martins, Jorge Batista
56Spherical Embedding of Inlier Silhouette Dissimilarities
Etai Littwin, Hadar Averbuch-Elor, Daniel Cohen-Or
57Semantics-Preserving Hashing for Cross-View Retrieval
Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang
58Object Proposal by Multi-Branch Hierarchical Segmentation
Chaoyang Wang, Long Zhao, Shuang Liang, Liqing Zhang, Jinyuan Jia, Yichen Wei
59Ambient Occlusion via Compressive Visibility Estimation
Wei Yang, Yu Ji, Haiting Lin, Yang Yang, Sing Bing Kang, Jingyi Yu
60Shape-Tailored Local Descriptors and Their Application to Segmentation and Tracking
Naeemullah Khan, Marei Algarni, Anthony Yezzi, Ganesh Sundaramoorthi
61Scalable Object Detection by Filter Compression With Regularized Sparse Coding
Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu
62An Improved Deep Learning Architecture for Person Re-Identification
Ejaz Ahmed, Michael Jones, Tim K. Marks
63Understanding Classifier Errors by Examining Influential Neighbors
Mayank Kabra, Alice Robie, Kristin Branson
64Riemannian Coding and Dictionary Learning: Kernels to the Rescue
Mehrtash Harandi, Mathieu Salzmann
65Scalable Structure From Motion for Densely Sampled Videos
Benjamin Resch, Hendrik P. A. Lensch, Oliver Wang, Marc Pollefeys, Alexander Sorkine-Hornung
66Parsing Occluded People by Flexible Compositions
Xianjie Chen, Alan L. Yuille
67Joint Calibration of Ensemble of Exemplar SVMs
Davide Modolo, Alexander Vezhnevets, Olga Russakovsky, Vittorio Ferrari
68Holistic 3D Scene Understanding From a Single Geo-Tagged Image
Shenlong Wang, Sanja Fidler, Raquel Urtasun
69A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Linjie Yang, Ping Luo, Chen Change Loy, Xiaoou Tang
70DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection
Wei Shen, Xinggang Wang, Yan Wang, Xiang Bai, Zhijiang Zhang
71Convolutional Feature Masking for Joint Object and Stuff Segmentation
Jifeng Dai, Kaiming He, Jian Sun
72A Fixed Viewpoint Approach for Dense Reconstruction of Transparent Objects
Kai Han, Kwan-Yee K. Wong, Miaomiao Liu
73Low-Level Vision by Consensus in a Spatial Hierarchy of Regions
Ayan Chakrabarti, Ying Xiong, Steven J. Gortler, Todd Zickler
74Line Drawing Interpretation in a Multi-View Context
Jean-Dominique Favreau, Florent Lafarge, Adrien Bousseau
75Toward User-Specific Tracking by Detection of Human Shapes in Multi-Cameras
Chun-Hao Huang, Edmond Boyer, Bibiana do Canto Angonese, Nassir Navab, Slobodan Ilic
76Intra-Frame Deblurring by Leveraging Inter-Frame Camera Motion
Haichao Zhang, Jianchao Yang
77Salient Object Subitizing
Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Mĕch
78Hierarchical-PEP Model for Real-World Face Recognition
Haoxiang Li, Gang Hua
79The Common Self-Polar Triangle of Concentric Circles and Its Application to Camera Calibration
Haifei Huang, Hui Zhang, Yiu-ming Cheung
80Taking a Deeper Look at Pedestrians
Jan Hosang, Mohamed Omran, Rodrigo Benenson, Bernt Schiele
81Learning to Segment Moving Objects in Videos
Katerina Fragkiadaki, Pablo Arbeláez, Panna Felsen, Jitendra Malik
82GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking
Afshin Dehghan, Shayan Modiri Assari, Mubarak Shah
83Learning Graph Structure for Multi-Label Image Classification via Clique Generation
Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Junbin Gao, Fuyuan Hu, Zhen Zhang
84Matrix Completion for Resolving Label Ambiguity
Ching-Hui Chen, Vishal M. Patel, Rama Chellappa
85Video Magnification in Presence of Large Motions
Mohamed Elgharib, Mohamed Hefeeda, Frédo Durand, William T. Freeman
86Flying Objects Detection From a Single Moving Camera
Artem Rozantsev, Vincent Lepetit, Pascal Fua
87Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration
Mi Zhang, Jian Yao, Menghan Xia, Kai Li, Yi Zhang, Yaping Liu
88Adaptive Eye-Camera Calibration for Head-Worn Devices
David Perra, Rohit Kumar Gupta, Jan-Michael Frahm
89Modeling Object Appearance Using Context-Conditioned Component Analysis
Daniyar Turmukhambetov, Neill D.F. Campbell, Simon J.D. Prince, Jan Kautz
90Displets: Resolving Stereo Ambiguities Using Object Knowledge
Fatma Güney, Andreas Geiger
91Time-to-Contact From Image Intensity
Yukitoshi Watanabe, Fumihiko Sakaue, Jun Sato
92Transferring a Semantic Representation for Person Re-Identification and Search
Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang
93Robust Video Segment Proposals With Painless Occlusion Handling
Zhengyang Wu, Fuxin Li, Rahul Sukthankar, James M. Rehg
94Face Alignment Using Cascade Gaussian Process Regression Trees
Donghoon Lee, Hyunsin Park, Chang D. Yoo
95Regularizing Max-Margin Exemplars by Reconstruction and Generative Models
Jose C. Rubio, Björn Ommer
96A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves
Günay Doğan, Javier Bernal, Charles R. Hagwood
97Reflection Removal for In-Vehicle Black Box Videos
Christian Simon, In Kyu Park
98Tree Quantization for Large-Scale Similarity Search and Classification
Artem Babenko, Victor Lempitsky
99Integrating Parametric and Non-Parametric Models For Scene Labeling
Bing Shuai, Gang Wang, Zhen Zuo, Bing Wang, Lifan Zhao
100Mining Semantic Affordances of Visual Object Categories
Yu-Wei Chao, Zhan Wang, Rada Mihalcea, Jia Deng
101Causal Video Object Segmentation From Persistence of Occlusions
Brian Taylor, Vasiliy Karasev, Stefano Soatto
102Multiple Instance Learning for Soft Bags via Top Instances
Weixin Li, Nuno Vasconcelos
103Multiclass Semantic Video Segmentation With Object-Level Active Inference
Buyu Liu, Xuming He
104Effective Face Frontalization in Unconstrained Images
Tal Hassner, Shai Harel, Eran Paz, Roee Enbar
105Action Recognition With Trajectory-Pooled Deep-Convolutional Descriptors
Limin Wang, Yu Qiao, Xiaoou Tang
106Weakly Supervised Localization of Novel Objects Using Appearance Transfer
Mrigank Rochan, Yang Wang
107First-Person Pose Recognition Using Egocentric Workspaces
Grégory Rogez, James S. Supančič III, Deva Ramanan
108Simultaneous Time-of-Flight Sensing and Photometric Stereo With a Single ToF Sensor
Changpeng Ti, Ruigang Yang, James Davis, Zhigeng Pan
109Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances
Christoph Käding, Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler
110Learning to Compare Image Patches via Convolutional Neural Networks
Sergey Zagoruyko, Nikos Komodakis
111Watch-n-Patch: Unsupervised Understanding of Actions and Relations
Chenxia Wu, Jiemi Zhang, Silvio Savarese, Ashutosh Saxena
112Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation
Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe, Heng Tao Shen
113DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection
Gedas Bertasius, Jianbo Shi, Lorenzo Torresani
114Picture: A Probabilistic Programming Language for Scene Perception
Tejas D. Kulkarni, Pushmeet Kohli, Joshua B. Tenenbaum, Vikash Mansinghka
115Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization
Julien Valentin, Matthias Nießner, Jamie Shotton, Andrew Fitzgibbon, Shahram Izadi, Philip H. S. Torr
116Fusing Subcategory Probabilities for Texture Classification
Yang Song, Weidong Cai, Qing Li, Fan Zhang, David Dagan Feng, Heng Huang
117Video Event Recognition With Deep Hierarchical Context Model
Xiaoyang Wang, Qiang Ji
118Object-Based RGBD Image Co-Segmentation With Mutex Constraint
Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
119Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors
Benjamin Klein, Guy Lev, Gil Sadeh, Lior Wolf
1203D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach
Xiaowei Zhou, Spyridon Leonardos, Xiaoyan Hu, Kostas Daniilidis
Wednesday June 10, 8:30am-10:00am
Action and Event RecognitionComputational Photography
Ballrooms A,B,CRooms 302,304,306
How Many Bits Does it Take for a Stimulus to Be Salient?
Sayed Hossein Khatoonabadi, Nuno Vasconcelos, Ivan V. Bajic, Yufeng ShanVisual Vibrometry: Estimating Material Properties From Small Motion in Video
Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Frédo Durand, William T. Freeman
Deeply Learned Attributes for Crowded Scene Understanding
Jing Shao, Kai Kang, Chen Change Loy, Xiaogang WangRecovering Inner Slices of Translucent Objects by Multi-Frequency Illumination
Kenichiro Tanaka, Yasuhiro Mukaigawa, Hiroyuki Kubo, Yasuyuki Matsushita, Yasushi Yagi
Joint Inference of Groups, Events and Human Roles in Aerial Videos
Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic, Song Chun ZhuFast Bilateral-Space Stereo for Synthetic Defocus
Jonathan T. Barron, Andrew Adams, YiChang Shih, Carlos Hernández
Modeling Video Evolution for Action Recognition
Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne TuytelaarsSimultaneous Video Defogging and Stereo Reconstruction
Zhuwen Li, Ping Tan, Robby T. Tan, Danping Zou, Steven Zhiying Zhou, Loong-Fah Cheong
Space-Time Tree Ensemble for Action Recognition
Shugao Ma, Leonid Sigal, Stan SclaroffOne-Day Outdoor Photometric Stereo via Skylight Estimation
Jiyoung Jung, Joon-Young Lee, In So Kweon
Social Saliency Prediction
Hyun Soo Park, Jianbo Shi
Wednesday June 10, 10:30am-12:25pm
Plenary Speakers
Ballrooms A,B,C
http://www.pamitc.org/cvpr15/images/lecun.pngWhat's Wrong with Deep Learning?
Yann LeCun
Facebook AI Research & New York University
Deep learning methods have had a profound impact on a number of areas in recent years, including natural image understanding and speech recognition. Other areas seem on the verge of being similarly impacted, notably natural language processing, biomedical image analysis, and the analysis of sequential signals in a variety of application domains. But deep learning systems, as they exist today, have many limitations.
First, they lack mechanisms for reasoning, search, and inference. Complex and/or ambiguous inputs require deliberate reasoning to arrive at a consistent interpretation. Producing structured outputs, such as a long text, or a label map for image segmentation, require sophisticated search and inference algorithms to satisfy complex sets of constraints. One approach to this problem is to marry deep learning with structured prediction (an idea first presented at CVPR 1997). While several deep learning systems augmented with structured prediction modules trained end to end have been proposed for OCR, body pose estimation, and semantic segmentation, new concepts are needed for tasks that require more complex reasoning.
Second, they lack short-term memory. Many tasks in natural language understanding, such as question-answering, require a way to temporarily store isolated facts. Correctly interpreting events in a video and being able to answer questions about it requires remembering abstract representations of what happens in the video. Deep learning systems, including recurrent nets, are notoriously inefficient at storing temporary memories. This has led researchers to propose neural nets systems augmented with separate memory modules, such as LSTM, Memory Networks, Neural Turing Machines, and Stack-Augmented RNN. While these proposals are interesting, new ideas are needed.
Lastly, they lack the ability to perform unsupervised learning. Animals and humans learn most of the structure of the perceptual world in an unsupervised manner. While the interest of the ML community in neural nets was revived in the mid-2000s by progress in unsupervised learning, the vast majority of practical applications of deep learning have used purely supervised learning. There is little doubt that future progress in computer vision will require breakthroughs in unsupervised learning, particularly for video understanding, But what principles should unsupervised learning be based on?
Preliminary works in each of these areas pave the way for future progress in image and video understanding.
Biography:
Yann LeCun is Director of AI Research at Facebook, and Silver Professor of Dara Science, Computer Science, Neural Science, and Electrical Engineering at New York University, affiliated with the NYU Center for Data Science, the Courant Institute of Mathematical Science, the Center for Neural Science, and the Electrical and Computer Engineering Department.
He received the Electrical Engineer Diploma from Ecole Superieure d'Ingenieurs en Electrotechnique et Electronique (ESIEE), Paris in 1983, and a PhD in Computer Science from Universite Pierre et Marie Curie (Paris) in 1987. After a postdoc at the University of Toronto, he joined AT&T Bell Laboratories in Holmdel, NJ in 1988. He became head of the Image Processing Research Department at AT&T Labs-Research in 1996, and joined NYU as a professor in 2003, after a brief period as a Fellow of the NEC Research Institute in Princeton. From 2012 to 2014 he directed NYU's initiative in data science and became the founding director of the NYU Center for Data Science. He was named Director of AI Research at Facebook in late 2013 and retains a part-time position on the NYU faculty.
His current interests include AI, machine learning, computer perception, mobile robotics, and computational neuroscience. He has published over 180 technical papers and book chapters on these topics as well as on neural networks, handwriting recognition, image processing and compression, and on dedicated circuits and architectures for computer perception. The character recognition technology he developed at Bell Labs is used by several banks around the world to read checks and was reading between 10 and 20% of all the checks in the US in the early 2000s. His image compression technology, called DjVu, is used by hundreds of web sites and publishers and millions of users to access scanned documents on the Web. Since the late 80's he has been working on deep learning methods, particularly the convolutional network model, which is the basis of many products and services deployed by companies such as Facebook, Google, Microsoft, Baidu, IBM, NEC, AT&T and others for image and video understanding, document recognition, human-computer interaction, and speech recognition.
LeCun has been on the editorial board of IJCV, IEEE PAMI, and IEEE Trans. Neural Networks, was program chair of CVPR'06, and is chair of ICLR 2013 and 2014. He is on the science advisory board of Institute for Pure and Applied Mathematics, and has advised many large and small companies about machine learning technology, including several startups he co-founded. He is the lead faculty at NYU for the Moore-Sloan Data Science Environment, a $36M initiative in collaboration with UC Berkeley and University of Washington to develop data-driven methods in the sciences. He is the recipient of the 2014 IEEE Neural Network Pioneer Award.
http://www.pamitc.org/cvpr15/images/gallant.pngReverse Engineering the Human Visual System
Jack L. Gallant
University of California at Berkeley
The human brain is the most sophisticated image processing system known, capable of impressive feats of recognition and discrimination under challenging natural conditions. Reverse-engineering the brain might enable us to design artificial systems with the same capabilities. My laboratory uses a data-driven system identification approach to tackle this reverse-engineering problem. Our approach consists of four broad stages. First, we use functional MRI to measure brain activity while people watch naturalistic movies. We divide these data into two parts, one use to fit models and one for testing model predictions. Second, we use a system identification framework (based on multiple linearizing feature spaces) to model activity measured at each point in the brain. Third, we inspect the most accurate models to understand how the brain represents low-, mid- and high-level information in the movies. Finally, we use the estimated models to decode brain activity, reconstructing the structural and semantic content in the movies. Any effort to reverse-engineer the brain is inevitably limited by the spatial and temporal resolution of brain measurements, and at this time the resolution of human brain measurements is relatively poor. Still, as measurement technology progresses this framework could inform development of biologically-inspired computer vision systems, and it could aid in development of practical new brain reading technologies.
Biography:
Jack Gallant is Chancellor's Professor of Psychology at the University of California at Berkeley. He is affiliated with the graduate programs in Bioengineering, Biophysics, Neuroscience and Vision Science. He received his Ph.D. from Yale University and did post-doctoral work at the California Institute of Technology and Washington University Medical School. His research program focuses on computational modeling of the human brain. These models accurately describe how the brain encodes information during complex, naturalistic tasks, and they show how information about the external and internal world are mapped systematically across the surface of the cerebral cortex. These models can also be used to decode information in the brain in order to reconstruct mental experiences. Gallant's brain decoding algorithm was one of Times Magazine's Inventions of the Year in 2011, and he appears frequently on radio and television. Further information about ongoing work in the Gallant lab, links to talks and papers, and links to an online interactive brain viewer can be found at the lab web page: http://gallantlab.org.
Wednesday June 10, 2:00pm-3:30pm
Learning and Matching Local FeaturesImage and Video Processing and Restoration
Ballrooms A,B,CRooms 302,304,306
Domain-Size Pooling in Local Descriptors: DSP-SIFT
Jingming Dong, Stefano SoattoGeneralized Video Deblurring for Dynamic Scenes
Tae Hyun Kim, Kyoung Mu Lee
Learning Deep Representations for Ground-to-Aerial Geolocalization
Tsung-Yi Lin, Yin Cui, Serge Belongie, James HaysApproximate Nearest Neighbor Fields in Video
Nir Ben-Zrihem, Lihi Zelnik-Manor
Understanding Deep Image Representations by Inverting Them
Aravindh Mahendran, Andrea VedaldiSingle Image Super-Resolution From Transformed Self-Exemplars
Jia-Bin Huang, Abhishek Singh, Narendra Ahuja
Situational Object Boundary Detection
Jasper R. R. Uijlings, Vittorio FerrariL0TV: A New Method for Image Restoration in the Presence of Impulse Noise
Ganzhao Yuan, Bernard Ghanem
Fast 2D Border Ownership Assignment
Ching Teo, Cornelia Fermüller, Yiannis AloimonosOn Learning Optimized Reaction Diffusion Processes for Effective Image Restoration
Yunjin Chen, Wei Yu, Thomas Pock
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Quynh Nguyen, Antoine Gautier, Matthias HeinFast and Flexible Convolutional Sparse Coding
Felix Heide, Wolfgang Heidrich, Gordon Wetzstein
Wednesday June 10, 3:30pm-6:00pm
Poster Session
Session 3B, Exhibit Hall A [Collated Extended Abstracts (124 MB)]
Poster #Title and Authors
13D All The Way: Semantic Segmentation of Urban Scenes From Start to End in 3D
Andelo Martinović, Jan Knopp, Hayko Riemenschneider, Luc Van Gool
2Fast Bilateral-Space Stereo for Synthetic Defocus
Jonathan T. Barron, Andrew Adams, YiChang Shih, Carlos Hernández
3Large-Scale and Drift-Free Surface Reconstruction Using Online Subvolume Registration
Nicola Fioraio, Jonathan Taylor, Andrew Fitzgibbon, Luigi Di Stefano, Shahram Izadi
4Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization
Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai, In So Kweon
5LMI-Based 2D-3D Registration: From Uncalibrated Images to Euclidean Scene
Danda Pani Paudel, Adlane Habed, Cédric Demonceaux, Pascal Vasseur
6Clique-Graph Matching by Preserving Global & Local Structure
Wei-Zhi Nie, An-An Liu, Zan Gao, Yu-Ting Su
7Appearance-Based Gaze Estimation in the Wild
Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling
8One-Day Outdoor Photometric Stereo via Skylight Estimation
Jiyoung Jung, Joon-Young Lee, In So Kweon
9A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm
Zhizhong Li, Deli Zhao, Zhouchen Lin, Edward Y. Chang
10Heteroscedastic Max-Min Distance Analysis
Bing Su, Xiaoqing Ding, Changsong Liu, Ying Wu
11Sparse Composite Quantization
Ting Zhang, Guo-Jun Qi, Jinhui Tang, Jingdong Wang
12Sparse Representation Classification With Manifold Constraints Transfer
Baochang Zhang, Alessandro Perina, Vittorio Murino, Alessio Del Bue
13CIDEr: Consensus-Based Image Description Evaluation
Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh
14Joint Inference of Groups, Events and Human Roles in Aerial Videos
Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic, Song Chun Zhu
15Photometric Stereo With Near Point Lighting: A Solution by Mesh Deformation
Wuyuan Xie, Chengkai Dai, Charlie C. L. Wang
16Efficient Label Collection for Unlabeled Image Datasets
Maggie Wigness, Bruce A. Draper, J. Ross Beveridge
17Separating Objects and Clutter in Indoor Scenes
Salman H. Khan, Xuming He, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
18FaLRR: A Fast Low Rank Representation Solver
Shijie Xiao, Wen Li, Dong Xu, Dacheng Tao
19Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
Chen Li, Kun Zhou, Stephen Lin
20Correlation Filters With Limited Boundaries
Hamed Kiani Galoogahi, Terence Sim, Simon Lucey
21Shape-Based Automatic Detection of a Large Number of 3D Facial Landmarks
Syed Zulqarnain Gilani, Faisal Shafait, Ajmal Mian
22Material Classification With Thermal Imagery
Philip Saponaro, Scott Sorensen, Abhishek Kolagunda, Chandra Kambhamettu
23Deeply Learned Attributes for Crowded Scene Understanding
Jing Shao, Kai Kang, Chen Change Loy, Xiaogang Wang
24Learning To Look Up: Realtime Monocular Gaze Correction Using Machine Learning
Daniil Kononenko, Victor Lempitsky
25Background Subtraction via Generalized Fused Lasso Foreground Modeling
Bo Xin, Yuan Tian, Yizhou Wang, Wen Gao
26Mirror, Mirror on the Wall, Tell Me, Is the Error Small?
Heng Yang, Ioannis Patras
27Beyond Short Snippets: Deep Networks for Video Classification
Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan, Oriol Vinyals, Rajat Monga, George Toderici
28segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection
Yukun Zhu, Raquel Urtasun, Ruslan Salakhutdinov, Sanja Fidler
29Situational Object Boundary Detection
Jasper R. R. Uijlings, Vittorio Ferrari
30Real-Time 3D Head Pose and Facial Landmark Estimation From Depth Images Using Triangular Surface Patch Features
Chavdar Papazov, Tim K. Marks, Michael Jones
31Aligning 3D Models to RGB-D Images of Cluttered Scenes
Saurabh Gupta, Pablo Arbeláez, Ross Girshick, Jitendra Malik
32A Stable Multi-Scale Kernel for Topological Machine Learning
Jan Reininghaus, Stefan Huber, Ulrich Bauer, Roland Kwitt
33The Treasure Beneath Convolutional Layers: Cross-Convolutional-Layer Pooling for Image Classification
Lingqiao Liu, Chunhua Shen, Anton van den Hengel
34Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold
Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen
35EgoSampling: Fast-Forward and Stereo for Egocentric Videos
Yair Poleg, Tavi Halperin, Chetan Arora, Shmuel Peleg
36Social Saliency Prediction
Hyun Soo Park, Jianbo Shi
37Beyond Principal Components: Deep Boltzmann Machines for Face Modeling
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui
38Statistical Inference Models for Image Datasets With Systematic Variations
Won Hwa Kim, Barbara B. Bendlin, Moo K. Chung, Sterling C. Johnson, Vikas Singh
39Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues
Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, Lubomir Bourdev
40Superpixel-Based Video Object Segmentation Using Perceptual Organization and Location Prior
Daniela Giordano, Francesca Murabito, Simone Palazzo, Concetto Spampinato
41Robust Image Filtering Using Joint Static and Dynamic Guidance
Bumsub Ham, Minsu Cho, Jean Ponce
42Solving Multiple Square Jigsaw Puzzles With Missing Pieces
Genady Paikin, Ayellet Tal
43A Dynamic Convolutional Layer for Short Range Weather Prediction
Benjamin Klein, Lior Wolf, Yehuda Afek
44SWIFT: Sparse Withdrawal of Inliers in a First Trial
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
45VIP: Finding Important People in Images
Clint Solomon Mathialagan, Andrew C. Gallagher, Dhruv Batra
46Dataset Fingerprints: Exploring Image Collections Through Data Mining
Konstantinos Rematas, Basura Fernando, Frank Dellaert, Tinne Tuytelaars
47Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images
Soheil Kolouri, Gustavo K. Rohde
483D Reconstruction in the Presence of Glasses by Acoustic and Stereo Fusion
Mao Ye, Yu Zhang, Ruigang Yang, Dinesh Manocha
49Deep Sparse Representation for Robust Image Registration
Yeqing Li, Chen Chen, Fei Yang, Junzhou Huang
50Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters
Ting Liu, Gang Wang, Qingxiong Yang
51Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains
Chi Li, Austin Reiter, Gregory D. Hager
52HC-Search for Structured Prediction in Computer Vision
Michael Lam, Janardhan Rao Doppa, Sinisa Todorovic, Thomas G. Dietterich
53Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval
Ke Jiang, Qichao Que, Brian Kulis
54High-Speed Hyperspectral Video Acquisition With a Dual-Camera Architecture
Lizhi Wang, Zhiwei Xiong, Dahua Gao, Guangming Shi, Wenjun Zeng, Feng Wu
55More About VLAD: A Leap From Euclidean to Riemannian Manifolds
Masoud Faraki, Mehrtash T. Harandi, Fatih Porikli
56Camera Intrinsic Blur Kernel Estimation: A Reliable Framework
Ali Mosleh, Paul Green, Emmanuel Onzon, Isabelle Bégin, J.M. Pierre Langlois
57Classifier Learning With Hidden Information
Ziheng Wang, Qiang Ji
58Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models
Jingjing Xiao, Rustam Stolkin, Aleš Leonardis
59Simultaneous Video Defogging and Stereo Reconstruction
Zhuwen Li, Ping Tan, Robby T. Tan, Danping Zou, Steven Zhiying Zhou, Loong-Fah Cheong
60Face Alignment by Coarse-to-Fine Shape Searching
Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang
61Learning Deep Representations for Ground-to-Aerial Geolocalization
Tsung-Yi Lin, Yin Cui, Serge Belongie, James Hays
62Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection
Dongyoon Han, Junmo Kim
63Space-Time Tree Ensemble for Action Recognition
Shugao Ma, Leonid Sigal, Stan Sclaroff
64Subgraph Decomposition for Multi-Target Tracking
Siyu Tang, Bjoern Andres, Miykhaylo Andriluka, Bernt Schiele
65Understanding Image Structure via Hierarchical Shape Parsing
Xian-Ming Liu, Rongrong Ji, Changhu Wang, Wei Liu, Bineng Zhong, Thomas S. Huang
66Coarse-To-Fine Region Selection and Matching
Yanchao Yang, Zhaojin Lu, Ganesh Sundaramoorthi
67Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction
Yan Luo, Yongkang Wong, Qi Zhao
68Subgraph Matching Using Compactness Prior for Robust Feature Correspondence
Yumin Suh, Kamil Adamczewski, Kyoung Mu Lee
69Pedestrian Detection Aided by Deep Learning Semantic Tasks
Yonglong Tian, Ping Luo, Xiaogang Wang, Xiaoou Tang
70Multihypothesis Trajectory Analysis for Robust Visual Tracking
Dae-Youn Lee, Jae-Young Sim, Chang-Su Kim
71Domain-Size Pooling in Local Descriptors: DSP-SIFT
Jingming Dong, Stefano Soatto
72Object Detection by Labeling Superpixels
Junjie Yan, Yinan Yu, Xiangyu Zhu, Zhen Lei, Stan Z. Li
73Fast 2D Border Ownership Assignment
Ching Teo, Cornelia Fermüller, Yiannis Aloimonos
74From Single Image Query to Detailed 3D Reconstruction
Johannes L. Schönberger, Filip Radenović, Ondrej Chum, Jan-Michael Frahm
75Fast and Flexible Convolutional Sparse Coding
Felix Heide, Wolfgang Heidrich, Gordon Wetzstein
76Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors
Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann, Hongdong Li
77Pairwise Geometric Matching for Large-Scale Object Retrieval
Xinchao Li, Martha Larson, Alan Hanjalic
78Deep Convolutional Neural Fields for Depth Estimation From a Single Image
Fayao Liu, Chunhua Shen, Guosheng Lin
79Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain
Xianming Liu, Xiaolin Wu, Jiantao Zhou, Debin Zhao
80TVSum: Summarizing Web Videos Using Titles
Yale Song, Jordi Vallmitjana, Amanda Stent, Alejandro Jaimes
81Understanding Deep Image Representations by Inverting Them
Aravindh Mahendran, Andrea Vedaldi
82Single Image Super-Resolution From Transformed Self-Exemplars
Jia-Bin Huang, Abhishek Singh, Narendra Ahuja
83Constrained Planar Cuts - Object Partitioning for Point Clouds
Markus Schoeler, Jeremie Papon, Florentin Wörgötter
84A Weighted Sparse Coding Framework for Saliency Detection
Nianyi Li, Bilin Sun, Jingyi Yu
85Handling Motion Blur in Multi-Frame Super-Resolution
Ziyang Ma, Renjie Liao, Xin Tao, Li Xu, Jiaya Jia, Enhua Wu
86Approximate Nearest Neighbor Fields in Video
Nir Ben-Zrihem, Lihi Zelnik-Manor
87Inverting RANSAC: Global Model Detection via Inlier Rate Estimation
Roee Litman, Simon Korman, Alexander Bronstein, Shai Avidan
88Robust Multi-Image Based Blind Face Hallucination
Yonggang Jin, Christos-Savvas Bouganis
89On Learning Optimized Reaction Diffusion Processes for Effective Image Restoration
Yunjin Chen, Wei Yu, Thomas Pock
90A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Quynh Nguyen, Antoine Gautier, Matthias Hein
91TILDE: A Temporally Invariant Learned DEtector
Yannick Verdie, Kwang Yi, Pascal Fua, Vincent Lepetit
92A Maximum Entropy Feature Descriptor for Age Invariant Face Recognition
Dihong Gong, Zhifeng Li, Dacheng Tao, Jianzhuang Liu, Xuelong Li
93Sense Discovery via Co-Clustering on Images and Text
Xinlei Chen, Alan Ritter, Abhinav Gupta, Tom Mitchell
94An Approximate Shading Model for Object Relighting
Zicheng Liao, Kevin Karsch, David Forsyth
95Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes
Qiang Chen, Junshi Huang, Rogerio Feris, Lisa M. Brown, Jian Dong, Shuicheng Yan
96A Convolutional Neural Network Cascade for Face Detection
Haoxiang Li, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Gang Hua
97Visual Vibrometry: Estimating Material Properties From Small Motion in Video
Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Frédo Durand, William T. Freeman
98Jointly Learning Heterogeneous Features for RGB-D Activity Recognition
Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, Jianguo Zhang
99Convolutional Neural Networks at Constrained Time Cost
Kaiming He, Jian Sun
100Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval
Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang
101L0TV: A New Method for Image Restoration in the Presence of Impulse Noise
Ganzhao Yuan, Bernard Ghanem
102Modeling Video Evolution for Action Recognition
Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne Tuytelaars
103Long-Term Correlation Tracking
Chao Ma, Xiaokang Yang, Chongyang Zhang, Ming-Hsuan Yang
104Joint Tracking and Segmentation of Multiple Targets
Anton Milan, Laura Leal-Taixé, Konrad Schindler, Ian Reid
105RGBD-Fusion: Real-Time High Precision Depth Recovery
Roy Or - El, Guy Rosman, Aaron Wetzler, Ron Kimmel, Alfred M. Bruckstein
106Modeling Deformable Gradient Compositions for Single-Image Super-Resolution
Yu Zhu, Yanning Zhang, Boyan Bonev, Alan L. Yuille
107Generalized Video Deblurring for Dynamic Scenes
Tae Hyun Kim, Kyoung Mu Lee
108Active Pictorial Structures
Epameinondas Antonakos, Joan Alabort-i-Medina, Stefanos Zafeiriou
109Ego-Surfing First-Person Videos
Ryo Yonetani, Kris M. Kitani, Yoichi Sato
110Visual Saliency Based on Multiscale Deep Features
Guanbin Li, Yizhou Yu
111Recovering Inner Slices of Translucent Objects by Multi-Frequency Illumination
Kenichiro Tanaka, Yasuhiro Mukaigawa, Hiroyuki Kubo, Yasuyuki Matsushita, Yasushi Yagi
112Local High-Order Regularization on Data Manifolds
Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt
113Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art
David Hall, Pietro Perona
114Curriculum Learning of Multiple Tasks
Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert
115How Many Bits Does it Take for a Stimulus to Be Salient?
Sayed Hossein Khatoonabadi, Nuno Vasconcelos, Ivan V. Bajic, Yufeng Shan
116Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction
Nikolay Savinov, Ľubor Ladický, Christian Häne, Marc Pollefeys
117SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation
Chenglong Li, Liang Lin, Wangmeng Zuo, Shuicheng Yan, Jin Tang
118On the Appearance of Translucent Edges
Ioannis Gkioulekas, Bruce Walter, Edward H. Adelson, Kavita Bala, Todd Zickler
119On Pairwise Costs for Network Flow Multi-Object Tracking
Visesh Chari, Simon Lacoste-Julien, Ivan Laptev, Josef Sivic
120Fine-Grained Recognition Without Part Annotations
Jonathan Krause, Hailin Jin, Jianchao Yang, Li Fei-Fei
121Robust Reconstruction of Indoor Scenes
Sungjoon Choi, Qian-Yi Zhou, Vladlen Koltun
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