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 |  |  |  | Pattern Analysis and Machine Intelligence, IEEE Transactions on |  | Vol. 37 , Issue 7 |  | July 2015 | 
 | New Content |  |  | Generalized Flows for Optimal Inference in Higher Order MRF-MAP |  |  | Arora, C. ; Banerjee, S. ; Kalra, P.K. ; Maheshwari, S. |  |  | Page(s): 1323 - 1335 |  |  |  |  | Learning Weighted Lower Linear Envelope Potentials in Binary Markov Random Fields |  |  | Gould, S. |  |  | Page(s): 1336 - 1346 |  |  |  |  | Submodular Relaxation for Inference in Markov Random Fields |  |  | Osokin, A. ; Vetrov, D.P. |  |  | Page(s): 1347 - 1359 |  |  |  |  | Context-Aware Activity Modeling Using Hierarchical Conditional Random Fields |  |  | Zhu, Y. ; Nayak, N.M. ; Roy-Chowdhury, A.K. |  |  | Page(s): 1360 - 1372 |  |  |  |  | Parameter Estimation and Energy Minimization for Region-Based Semantic Segmentation |  |  | Kumar, M.P. ; Turki, H. ; Preston, D. ; Koller, D. |  |  | Page(s): 1373 - 1386 |  |  |  |  | A Hypergraph-Based Reduction for Higher-Order Binary Markov Random Fields |  |  | Fix, A. ; Gruber, A. ; Boros, E. ; Zabih, R. |  |  | Page(s): 1387 - 1395 |  |  |  |  | Accelerating Particle Filter Using Randomized Multiscale and Fast Multipole Type Methods |  |  | Shabat, G. ; Shmueli, Y. ; Bermanis, A. ; Averbuch, A. |  |  | Page(s): 1396 - 1407 |  |  |  |  | Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition |  |  | Mathe, S. ; Sminchisescu, C. |  |  | Page(s): 1408 - 1424 |  |  |  |  | A Framework for Efficient Structured Max-Margin Learning of High-Order MRF Models |  |  | Komodakis, N. ; Xiang, B. ; Paragios, N. |  |  | Page(s): 1425 - 1441 |  |  |  |  | Learning the Information Divergence |  |  | Dikmen, O. ; Yang, Z. ; Oja, E. |  |  | Page(s): 1442 - 1454 |  |  |  |  | Marginal Consistency: Upper-Bounding Partition Functions over Commutative Semirings |  |  | Werner, T. |  |  | Page(s): 1455 - 1468 |  |  |  |  | Mixture of Subspaces Image Representation and Compact Coding for Large-Scale Image Retrieval |  |  | Takahashi, T. ; Kurita, T. |  |  | Page(s): 1469 - 1479 |  |  |  |  | Text Detection and Recognition in Imagery: A Survey |  |  | Ye, Q. ; Doermann, D. |  |  | Page(s): 1480 - 1500 |  |  |  |  | Time-of-Flight Sensor Calibration for a Color and Depth Camera Pair |  |  | Jung, J. ; Lee, J. ; Jeong, Y. ; Kweon, I.S. |  |  | Page(s): 1501 - 1513 |  |  |  |  | GPstruct: Bayesian Structured Prediction Using Gaussian Processes |  |  | Bratieres, S. ; Quadrianto, N. ; Ghahramani, Z. |  |  | Page(s): 1514 - 1520 |  |  |  |  | On Reducing the Effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method |  |  | Guan, Y. ; Li, C. ; Roli, F. |  |  | Page(s): 1521 - 1528 |  |  |  |  |  [tr][/tr]|      | 
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