Facial expression recognition using constructive neural networks

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4380, Issue , 2001, Pages 521-530

  Ma, L ^a   Khorasani, K ^a  

^a Gina Cody School of Engineering and Computer Science   (Canada)

Author keywords

2 D DCT; Constructive Neural Networks; Facial Expression Recognition; Intelligent Communications; Network Pruning

Indexed keywords

BACKPROPAGATION; COMPUTATIONAL COMPLEXITY; COSINE TRANSFORMS; FEATURE EXTRACTION; FEEDFORWARD NEURAL NETWORKS; HUMAN COMPUTER INTERACTION; IMAGE ANALYSIS; LEARNING SYSTEMS;

INTELLIGENT COMMUNICATIONS;

FACE RECOGNITION;

EID: 0035158064     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.436980     Document Type: Conference Paper

References (12)

1. Construction and psychological evaluation of 3-D emotion space
2. Human expression recognition from motion using a radial basis function network architecture
3. Recognition of facial expressions using 2-D DCT and neural network
4. Dynamic node creation in backpropagation networks
5. Objective functions for training new hidden units in constructive neural networks
6. Image compression using a feedforward neural network
7. Input-side training in constructive neural networks based on error scaling and pruning
8. Use of Quasi-Newton method in a feedforward neural network construction algorithm
9. New pruning techniques for constructive neural networks with application to image compression
10. Moving image compression and generalization capability of constructive neural networks