Extensive facial landmark localization with coarse-to-fine convolutional network cascade

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2013, Pages 386-391

  Zhou, Erjin ^a   Fan, Haoqiang ^a   Cao, Zhimin ^a   Jiang, Yuning ^a   Yin, Qi ^a  

^a Megvii Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONVOLUTION; GEOMETRY; NEURAL NETWORKS;

CONVOLUTIONAL NETWORKS; CONVOLUTIONAL NEURAL NETWORK; FACIAL COMPONENTS; FACIAL LANDMARK; GEOMETRIC CONSTRAINT; ROTATION ANGLES; STRUCTURE DESIGN; TRAINING PROCESS;

FACE RECOGNITION;

EID: 84897479888     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2013.58     Document Type: Conference Paper

References (12)

1. P. Belhumeur, D. Jacobs, D. Kriegman, and N. Kumar. Localizing parts of faces using a consensus of exemplars. Computer Vision and Pattern Recognition, 2011.
2. A. Blake and M. Isard. Active shape models. Springer, 1998.
3. G. Bradski. The opencv library. Dr. Dobb's Journal of Software Tools, 2000.
4. D. Chen, X. Cao, F. Wen, , and J. Sun. Blessing of dimensionality: High-dimensional feature and its efficient compression for face verification. Computer Vision Pattern Recognition, 2013.
5. Cootes, G. J. E. Timothy F., and C. J. Taylor. Active appearance models. Pattern Analysis and Machine Intelligence, 2001.
6. R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker. Multi-pie. Image and Vision Computing, 2010.
7. V. Le, J. Brandt, Z. Lin, L. Boudev, and T. S. Huang. Interactive facial feature localization. European Conference on Computer Vision, 2012.
8. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre. Xm2vtsdb: The extended m2vts database. 2nd international conference on audio and videobased biometric person authentication, 1999.
9. S. Milborrow and F. Nicolls. Locating facial features with an extended active shape model. European Conference on Computer Vision, 2008.
10. C. Xudong, Y. Wei, F. Wen, , and J. Sun. Face alignment by explicit shape regression. Computer Vision and Pattern Recognition, 2012.
11. S. Yi, X. Wang, and X. Tang. Deep convolutional network cascade for facial point detection. Computer Vision Pattern Recognition, 2013.
12. X. Zhu and D. Ramanan. Face detection, pose estimation and landmark localization in the wild. Computer Vision and Pattern Recognition, 2012.