20160406-10 韩琥: Multi-modal Human Face Recognition

报告时间：2016年4月6日（星期三）晚20:00（北京时间）

报告题目：Multi-modal Human Face Recognition

主持人： 阚美娜（中科院计算所）

报告摘要：With the advances in computing and imaging technologies, particularly the applications of sensing devices such as depth, near-infrared, and 3D, visual multi-modal perception becomes an important way in machine perception. Multi-modal biometrics is becoming an important research direction in multi-modal visual perception, and a number of methods have been proposed in the past few years. However, because of the diversities in biometrics trait and modality, multi-modal biometrics is still suffering from inefficient feature representation, missing modality, and limited data problems. This talk will focus on a few of the above problems, particularly on multi-modal and cross-modality face recognition where the classification model learning is severely constrained due to limited training data. This topic will also cover the topic of cross-modality identification method using soft biometrics.

参考文献：

[1] Lacey Best-Rowden, Hu Han*, Charles Otto, Brendan Klare, and Anil K. Jain. Unconstrained Face Recognition: Identifying a Person of Interest from a Media Collection, IEEE Transactions on Information Forensics and Security (T-IFS), vol. 9, no. 12, pp. 2144-2157, Dec. 2014.

[2] Scott Klum, Hu Han*, Brendan Klare, and Anil K. Jain. The FaceSketchID System: Matching Facial Composites to Mugshots. IEEE Transactions on Information Forensics and Security (TIFS), vol. 9, no. 12, pp. 2248-2263, Dec. 2014.

[3] Dongoh Kang, Hu Han, Anil K. Jain, and Seong-Whan Lee. Nighttime Face Recognition at Large Standoff: Cross-Distance and Cross-Spectral Matching, Pattern Recognition (P.R.), vol. 47, no. 12, pp. 3750-3766, Dec. 2014.

[4] Hu Han, Brendan Klare, Kathryn Bonnen, and Anil K. Jain. Matching Composite Sketches to Face Photos: A Component Based Approach. IEEE Transactions on Information Forensics and Security (T-IFS), vol. 8, no. 1, pp. 191-204, Jan. 2013.

[5] Hu Han and Anil K. Jain. Tattoo Based Identification: Sketch to Image Matching. In Proc. 6th IAPR International Conference on Biometrics (ICB), Madrid, Spain, June 4-7, 2013. (Oral)

报告人简介：