Video-to-video face matching: Establishing a baseline for unconstrained face recognition

IEEE 6th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2013

Volumn , Issue , 2013, Pages

  Best Rowden, Lacey ^a   Klare, Brendan ^b   Klontz, Joshua ^b   Jain, Anil K ^a  

^a MICHIGAN STATE UNIVERSITY   (United States)

^b NOBLIS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; IMAGE MATCHING; MOBILE DEVICES; NETWORK SECURITY; SECURITY SYSTEMS; VIDEO RECORDING;

COMMERCIAL-OFF-THE-SHELF; FACE MATCHING; FACE RECOGNITION SYSTEMS; SCORE-LEVEL FUSION; SINGLE FRAMES; SURVEILLANCE CAMERAS; VIDEO TO VIDEOS; VIDEO-BASED FACE RECOGNITION;

FACE RECOGNITION;

EID: 84893762093     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2013.6712699     Document Type: Conference Paper

References (26)

1. O. Arandjelovic and R. Cipolla. A manifold approach to face recognition from low quality video across illumination and pose using implicit super-resolution. ICCV, 1, 2007.
2. J. H. Barr, K.W. Boyer, P. Flynn, and S. Biswas. Face recognition from video: A review. Int. Journal of Pattern Recognition and Artificial Intelligence, 26(05), 2012.
3. H. Bhatt, R. Singh, and M. Vatsu. On rank aggregation for face recognition from videos. In IEEE ICIP, 2013.
4. S. Canavan, M. Kozak, Y. Zhang, J. Sullins, M. Shreve, and D. Goldgof. Face recognition by multi-frame fusion of rotating heads in videos. In IEEE BTAS, pages 1-6, 2007.
5. Z. Cui, W. Li, D. Xu, S. Shan, and X. Chen. Fusing robust face region descriptors via multiple metric learning for face recognition in the wild. In IEEE CVPR, 2013.
6. R. Goh, L. Liu, X. Liu, and T. Chen. The CMU face in action (FIA) database. In AMFG, pages 255-263, 2005.
7. R. Gross and J. Shi. The CMU motion of body (MoBo) database. Technical Report CMU-RI-TR-01-18, Robotics Institute, Pittsburgh, PA, June 2001.
8. P. J. Grother, G. W. Quinn, and P. J. Phillips. Report on the evaluation of 2D still-image face recognition algorithms. NISTIR, 7709, 2010.
9. G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller. Labeled faces in the wild: A database for studying face recognition in unconstrained environments. Technical Report 07-49, Univ. of Massachusetts, Amherst, October 2007.
10. A. Jain, K. Nandakumar, and A. Ross. Score normalization in multimodal biometric systems. Pattern Recognition, 38(12):2270-2285, 2005. (Pubitemid 41336698)
11. M. Kim, S. Kumar, V. Pavlovic, and H. Rowley. Face tracking and recognition with visual constraints in real-world videos. In IEEE CVPR, pages 1-8, 2008.
12. J. Kittler, J. Matas, K. Jonsson, and M. U. R. S̀anchez. Combining evidence in personal identity verification systems. Pattern Recognition Letters, 18(9):845-852, 1997. (Pubitemid 127411227)
13. K. Lee, J. Ho, M. Yang, and D. Kriegman. Visual tracking and recognition using probabilistic appearance manifolds. CVIU, 99(3):303-331, 2005. (Pubitemid 41162460)
14. K.-C. Lee and D. Kriegman. Online learning of probabilistic appearance manifolds for video-based recognition and tracking. In IEEE CVPR, volume 1, pages 852-859, 2005. (Pubitemid 43897282)
15. H. Li, G. Hua, Z. Lin, J. Brandt, and J. Yang. Probabilistic elastic matching for pose variant face verification. In IEEE CVPR, 2013.
16. X. Liu and T. Chen. Video-based face recognition using adaptive hidden markov models. In IEEE CVPR, pages 340- 345, 2003.
17. U. Park, H. Chen, and A. K. Jain. 3D model-assisted face recognition in video. In IEEE Canadian Conf. on Computer and Robot Vision, pages 322-329, 2005.
18. U. Park and A. K. Jain. Face recognition in video: Adaptive fusion of multiple matchers. In IEEE CVPR, pages 1-8, 2007.
19. J. Phillips. Video challenge problem multiple biometric grand challenge preliminary results of version 2. In MBGC 3rd Workshop, December 2009.
20. D. Thomas, K. W. Bowyer, and P. J. Flynn. Multi-frame approaches to improve face recognition. In IEEE Workshop on Motion and Video Computing, pages 19-19. IEEE, 2007.
21. P. Viola and M. J. Jones. Robust real-time face detection. Int. Journal of Computer Vision, 57(2):137-154, 2004.
22. R.Wang, S. Shan, X. Chen, and W. Gao. Manifold-manifold distance with application to face recognition based on image set. In IEEE CVPR, pages 1-8, 2008.
23. F. W. Wheeler, X. Liu, and P. H. Tu. Multi-frame superresolution for face recognition. In IEEE BTAS, pages 1-6, 2007.
24. L. Wolf, T. Hassner, and I. Maoz. Face recognition in unconstrained videos with matched background similarity. In IEEE CVPR, pages 529-534, 2011.
25. M. Yang, P. Zhu, L. V. Gool,, and L. Zhang. Face recognition based on regularized nearest points between image sets. In IEEE FG, 2013.
26. S. K. Zhou, R. Chellappa, and B. Moghaddam. Visual tracking and recognition using appearance-adaptive models in particle filters. IEEE Trans. on Image Processing, 13(11):1491-1506, 2004.