Eye localization through multiscale sparse dictionaries

2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011

Volumn , Issue , 2011, Pages 514-518

  Yang, Fei ^a   Huang, Junzhou ^a   Yang, Peng ^a   Metaxas, Dimitris ^a  

^a RUTGERS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT INFORMATION; EYE LOCALIZATION; EYE LOCATION; MULTIPLE SCALE; MULTISCALES;

FACE RECOGNITION; SEMANTICS;

GESTURE RECOGNITION;

EID: 79958703110     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2011.5771450     Document Type: Conference Paper

References (30)

1. M. Aharon, M. Elad, and A. Bruckstein. K-svd: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. Signal Processing, 54(11):4311-4322, 2006. (Pubitemid 44637761)
2. S. Asteriadis, N. Nikolaidis, A. Hajdu, and I. Pitas. An eye detection algorithm using pixel to edge information. In Proc. the 2nd International Symposium on Control, Communications, and Signal Processing, 2006.
3. L. Bai, L. Shen, and Y. Wang. A novel eye location algorithm based on radial symmetry transform. In Proc. International Conference on Pattern Recognition (ICPR), pages 511-514, 2006.
4. P. Campadelli, R. Lanzarotti, and G. Lipori. Precise eye localization through a general-to-specific model definition. In Proc. British Machine Vision Conference, page I:187, 2006.
5. P. Campadelli, R. Lanzarotti, and G. Lipori. Precise eye and mouth localization. International Journal of Pattern Recognition and Artificial Intelligencece, 23(3):359-377, 2009.
6. E. J. Cand̀es, J. K. Romberg, and T. Tao. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Information Theory, 52(2):489-509, 2006. (Pubitemid 43174093)
7. L. Chen, L. Zhang, L. Zhu, M. Li, and H. Zhang. A novel facial feature localization method using probabilistic-like output. In Proc. Asian Conference on Computer Vision (ACCV), 2004.
8. D. Comaniciu, V. Ramesh, and P. Meer. Real-time tracking of nonrigid objects using mean shift. In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2000.
9. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. IEEE Trans. Pattern Analysis and Machine Intelligence, 23(6):681-685, 2001. (Pubitemid 32585279)
10. T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham. Active shape models-their training and application. Computer Vision and Image Understanding, 61(1):38-59, 1995.
11. D. Cristinacce and T. Cootes. Feature detection and tracking with constrained local models. In Proc. British Machine Vision Conference, 2006.
12. D. Cristinacce, T. Cootes, and I. Scott. A multi-stage approach to facial feature detection. In Proc. British Machine Vision Conference, 2004.
13. M. Elad and M. Aharon. Image denoising via learned dictionaries and sparse representation. In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 895-900, 2006. (Pubitemid 44931418)
14. M. Everingham and A. Zisserman. Regression and classification approaches to eye localization in face images. In Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FGR), pages 441-448, 2006.
15. C. Garcia and M. Delakis. Convolutional face finder: A neural architecture for fast and robust face detection. IEEE Trans. Pattern Analyssi and Machine Intelligence, 26(11):1408-1423, 2004. (Pubitemid 40168019)
16. M. Hamouz, J. Kittler, J.-K. Kamarainen, P. Paalanen, and H. K̈alvïainen. Affine-invariant face detection and localization using gmm-based feature detector and enhanced appearance model. In Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FGR), pages 67-72, 2004.
17. M. Hamouz, J. Kittler, J.-K. Kamarainen, P. Paalanen, H. K̈alvïainen, and J. Matas. Feature-based affine-invariant localization of faces. IEEE Trans. Pattern Analysis and Machine Intelligence, 27(9):1490-1495, 2005. (Pubitemid 41387779)
18. O. Jesorsky, K. J. Kirchberg, and R. Frischholz. Robust face detection using the hausdorff distance. In Proc. International Conference Audioand Video-Based Biometric Person Authentication (AVBPA), pages 90-95, 2001. (Pubitemid 33291991)
19. R. Kothari and J. Mitchell. Detection of eye locations in unconstrained visual images. In Proc. International Conference on Image Processing (ICIP), pages III: 519-522, 1996.
20. Y. Ma, X. Ding, Z. Wang, and N. Wang. Robust precise eye location under probabilistic framework. In Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FGR), pages 339-344, 2004.
21. Z. Niu, S. Shan, S. Yan, X. Chen, and W. Gao. 2d cascaded adaboost for eye localization. In Proc. International Conference on Pattern Recognition (ICPR), pages 1216-1219, 2006. (Pubitemid 46532422)
22. A. P. Pentland, B. Moghaddam, and T. E. Starner. Viewbased and modular eigenspaces for face recognition. In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1994.
23. S. Shan, Y. Chang, W. Gao, B. Cao, and P. Yang. Curse of misalignment in face recognition: Problem and a novel misalignment learning solution. In Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FGR), pages 314-320, 2004.
24. X. Tan, F. Song, Z. Zhou, and S. Chen. Enhanced pictorial structures for precise eye localization under uncontrolled conditions. In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 1621-1628, 2009.
25. J. A. Tropp. Greed is good: algorithmic results for sparse approximation. IEEE Trans. Information Theory, 50(10):2231-2242, 2004.
26. M. T̈urkan, M. Pard̀as, and A. E. Çetin. Human eye localization using edge projections. In Proc. the 2nd International Conference on Computer Vision Theory and Applications (VISAPP), pages 410-415, 2007.
27. R. Valenti and T. Gevers. Accurate eye center location and tracking using isophote curvature. In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
28. J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, and Y. Ma. Robust face recognition via sparse representation. IEEE Trans. Pattern Analysis and Machine Itelligence, 31(2):210-227, 2009.
29. A. L. Yuille, P. W. Hallinan, and D. S. Cohen. Feature extraction from faces using deformable templates. International Journal of Computer Vision, 8(2):99-111, 1992.
30. Z.-H. Zhou and X. Geng. Projection functions for eye detection. Pattern Recognition, 37(5):1049-1056, 2004. (Pubitemid 38473843)