Facial expression analysis using shape and motion information extracted by convolutional neural networks

Neural Networks for Signal Processing - Proceedings of the IEEE Workshop

Volumn 2002-January, Issue , 2002, Pages 607-616

  Fasel, B ^a  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

CONVOLUTION; FACE RECOGNITION; NEURAL NETWORKS; TIME DELAY;

CONVOLUTIONAL NEURAL NETWORK; EXTRACTING FEATURES; FACE ANALYSIS; FACIAL EXPRESSION ANALYSIS; FACIAL MOTION ANALYSIS; LIGHTING VARIATIONS; MOTION INFORMATION; TIME-DELAYED NEURAL NETWORKS;

SIGNAL PROCESSING;

EID: 48449086989     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NNSP.2002.1030072     Document Type: Conference Paper

References (6)

1. Fukushima K., "Neocognitron: A Self-Organizing Neural Network for a Mechanism of Pattern Recognition Unaffected by Sift in Position," Biol Cybern, vol. 36, pp. 193-202, 1980.
2. S. Lawrence, C. L. Giles, A. Tsoi and A. Back, "Face Recognition: A Convolutional Neural Network Approach," IEEE Transactions on Neural Networks, vol. 8, no. 1, pp. 98-113, 1997.
3. Y. LeCun and Y. Bengio, "Convolutional Networks for Images, Speech, and Time-Series," in M. A. Arbib (ed.), The Handbook of Brain Theory and Neural Networks, MIT Press, 1995.
4. Y. LeCun, L. Bottou, Y. Bengio and P. Haffner, "Gradient-Based Learning Applied to Document Recognition," Proceedings of the IEEE, vol. 86, no. 11, pp. 2278-2324, November 1998.
5. Lyons M., Akamatsu S., Kamachi M. and Gyoba J., "Coding Facial Expressions with Gabor Wavelets," in Third IEEE International Conference on Automatic Face and Gesture Recognition, April 1998, pp. 200-205.
6. C. Wohler, J. Aulanf, T. Portner and U. Franke, "A time delay neural network algorithm for real-time pedestrian recognition," 1998.