4D photogeometric face recognition with time-of-flight sensors

2011 IEEE Workshop on Applications of Computer Vision, WACV 2011

Volumn , Issue , 2011, Pages 196-203

  Bauer, Sebastian ^a   Wasza, Jakob ^a   Müller, Kerstin ^a   Hornegger, Joachim ^a  

^a UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

3D DATA; DATA SETS; DESCRIPTORS; FACIAL IMAGES; FACIAL LANDMARK; FEATURE DESCRIPTORS; GEOMETRIC SHAPE; GRAY SCALE; IDENTIFICATION RATES; INTENSITY INFORMATION; SCALAR FIELDS; SLIDING WINDOW; SURFACE MESH; THREE STAGES; TIME OF FLIGHT; TIME-OF-FLIGHT DATA; TIME-OF-FLIGHT SENSORS;

BIOMETRICS; COMPUTER APPLICATIONS; COMPUTER VISION; DATA FUSION; FEATURE EXTRACTION; HIGH ENERGY PHYSICS; SENSORS;

FACE RECOGNITION;

EID: 79952494096     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2011.5711503     Document Type: Conference Paper

References (27)

1. M. Böhme, M. Haker, T. Martinetz, and E. Barth. Head tracking with combined face and nose detection. In Proceedings of the IEEE International Symposium on Signals, Circuits & Systems, pages 1-4, 2009.
2. M. Böhme, M. Haker, K. Riemer, T. Martinetz, and E. Barth. Face detection using a time-of-flight camera. In Proceedings of the DAGM Workshop on Dynamic 3D Imaging, pages 167-176. Springer, 2009.
3. K. W. Bowyer. Face recognition technology: Security versus privacy. IEEE Technology and Society, pages 9-20, 2004.
4. K. W. Bowyer, K. Chang, and P. Flynn. A survey of approaches and challenges in 3d and multi-modal 3d + 2d face recognition. Computer Vision and Image Understanding, 101(1):1-15, 2006. (Pubitemid 41642085)
5. K. I. Chang, K. W. Bowyer, and P. J. Flynn. Face recognition using 2d and 3d facial data. In Multimodal User Authentication Workshop, pages 25-32, 2003.
6. R. Chellappa, P. Sinha, and P. Phillips. Face recognition by computers and humans. Computer, 43(2):46-55, 2010.
7. N. Cristianini and J. Shawe-Taylor. Support Vector Machines and other kernel based learning methods. Cambridge University Press, 2006.
8. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, volume 1, pages 886-893, 2005. (Pubitemid 43897286)
9. S. B. Göktürk and C. Tomasi. 3d head tracking based on recognition and interpolation using a time-of-flight depth sensor. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, volume 2, pages 211-217, 2004.
10. P. Grother, R. J. Micheals, and P. J. Phillips. Face recognition vendor test 2002 performance metrics. In Proceedings of the International Conference on Audio- and Video-based Biometric Person Authentication, pages 937-945. Springer, 2003.
11. A. S. H. Ding, F. Moutarde. 3d object recognition and facial identification using time-averaged single-views from time-of-flight 3d depth-camera. In Eurographics Workshop on 3D Object Retrieval, pages 39-46, 2010.
12. M. Haker, M. Böhme, T. Martinetz, and E. Barth. Scaleinvariant range features for time-of-flight camera applications. In Proceedings of the CVPR Workshop on Time-of-Flight-based Computer Vision, 2008.
13. G. Hetzel, B. Leibe, P. Levi, and B. Schiele. 3d object recognition from range images using local feature histograms. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, volume 2, page 394, 2001.
14. A. Kolb, E. Barth, R. Koch, and R. Larsen. Time-of-flight cameras in computer graphics. Computer Graphics Forum, 29:141-159, 2010.
15. S. Z. Li, A. K. Jain, T. Huang, Z. Xiong, and Z. Zhang. Face recognition applications. In Handbook of Face Recognition, pages 371-390. Springer, 2005.
16. J. Lin. Divergence measures based on the shannon entropy. IEEE Transactions on Information Theory, 37(1):145-151, 1991.
17. X. Lu, A. K. Jain, and D. Colbry. Matching 2.5d face scans to 3d models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(1):31-43, 2006.
18. M. H. Mahoor and M. Abdel-Mottaleb. Face recognition based on 3d ridge images obtained from range data. Pattern Recognition, 42(3):445-451, 2009.
19. S. Meers and K. Ward. Face recognition using a time-offlight camera. In Proceedings of the International Conference on Computer Graphics, Imaging and Visualization, pages 377-382, 2009.
20. A. S. Mian, M. Bennamoun, and R. Owens. Keypoint detection and local feature matching for textured 3d face recognition. International Journal of Computer Vision, 79(1):1-12, 2008. (Pubitemid 351578659)
21. N. Pears, T. Heseltine, and M. Romero. From 3d point clouds to pose-normalised depth maps. International Journal of Computer Vision, 89(2-3):152-176, 2010.
22. P. J. Phillips, P. J. Flynn, T. Scruggs, K. W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek. Overview of the face recognition grand challenge. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, volume 1, pages 947-954, 2005. (Pubitemid 43897294)
23. P. J. Phillips, W. T. Scruggs, A. J. O'Toole, P. J. Flynn, K. W. Bowyer, C. L. Schott, and M. Sharpe. FRVT 2006 and ICE 2006 large-scale experimental results. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32:831-846, 2010.
24. C. Tomasi and R. Manduchi. Bilateral filtering for gray and color images. In Proceedings of the IEEE International Conference on Computer Vision, pages 839-846, 1998.
25. P. Viola and M. J. Jones. Robust real-time face detection. International Journal of Computer Vision, 57(2):137-154, 2004.
26. A. Zaharescu, E. Boyer, K. Varanasi, and R. P. Horaud. Surface feature detection and description with applications to mesh matching. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009.
27. W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld. Face recognition: A literature survey. ACM Computing Surveys, 35(4):399-458, 2003.