The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Making large-scale support vector machine learning practical
Advances in kernel methods
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
On Fuzzy Clustering and Content Based Access to Networked Video Databases
RIDE '98 Proceedings of the Workshop on Research Issues in Database Engineering
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Ischemia detection with a self-organizing map supplemented by supervised learning
IEEE Transactions on Neural Networks
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The recognition of humans and their activities from video sequences is currently a very active area of research because of its many applications in video surveillance, multimedia communications, medical diagnosis, forensic research and sign language recognition. Our system is designed with the aim to precisely identify human gestures for Irish Sign Language (ISL) recognition. The system is to be developed and implemented on a standard personal computer (PC) connected to a colour video camera. The present paper tackles the problem of shape recognition for deformable objects like human hands using modern classification techniques derived from artificial intelligence.