讀古今文學網 > 刷臉背後:人臉檢測 人臉識別 人臉檢索 > 參考文獻 >

參考文獻

[1] Sun Y, Wang X, Tang X. Deep Learning Face Representation from Predicting 10,000 Classes[C]// 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society, 2014:1891-1898.

[2] Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li. Learning Face Representation from Scratch. arXiv preprint arXiv:1411.7923. 2014.

[3] Huang G B, Mattar M, Berg T, et al. Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments[J]. Workshop on Faces in 'Real-Life' Images: Detection, Alignment, and Recognition, 2007.

[4] Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S.Guadarrama, T.Darrell. Caffe: Convolutional architecture for fast feature.

[5] Sun Y, Wang X, Tang X. Deep Convolutional Network Cascade for Facial Point Detection[C]// Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on. IEEE, 2013:3476-3483.

[6] O. M. Parkhi, A. Vedaldi, A. Zisserman. Deep Face Recognition British Machine Vision Conference, 2015.

[7] L. Wolf, Tal. Hassner, I. Maoz. Face recognition in unconstrained videos with matched background similarity. In Proc. CVPR, 2011.

[8] M. Mathias, R. Benenson, M. Pedersoli, L. Van Gool. Face detection without bells and whistles. In Proc. ECCV, 2014.

[9] Y. Sun, L. Ding, X. Wang, X. Tang. DeepID3: Face recognition with very deep neural networks. CoRR, abs/1502.00873, 2015.

[10] Y. Taigman, M. Yang, M. Ranzato, L. Wolf. DeepFace: Closing the gap to human-level performance in face verification. In Proc. CVPR, 2014.

[11] K. Simonyan, A. Vedaldi, A. Zisserman. Learning local feature descriptors using convex optimisation. IEEE PAMI, 2014.

[12] Matthew Turk, Alex Pentland. Eigenfaces for recognition. Journal of cognitive neuroscience, 3(1):71-86, 1991.

[13] Peter N. Belhumeur, Joao P Hespanha, David Kriegman. Eigenfaces vs.fisherfaces: Recognition using class specific linear projection. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 19(7):711-720, 1997.

[14] Timo Ahonen, Abdenour Hadid, Matti Pietikainen. Face recognition with local binary patterns. In Computer vision-eccv 2004, pages 469–481. Springer, 2004.

[15] Samaria F S, Harter A C. Parameterisation of a Stochastic Model for Human Face Identification[C]// Applications of Computer Vision, Proceedings of the Second IEEE Workshop on. IEEE, 1994:138-142.

[16] Fisher, R. A. The use of multiple measurements in taxonomic problems. Annals Eugen. 7 (1936), 179-188.


[1]本節內容來自本書作者所著的《深度學習》一書,由電子工業出版社出版。