Machine Learning in Computer Vision
Title:
Machine Learning in Computer Vision
Author:
Sebe, N. author.
ISBN:
9781402032752
Personal Author:
Physical Description:
XVI, 242 p. online resource.
Series:
Computational Imaging and Vision, 29
Contents:
Theory: Probabilistic Classifiers -- Theory: Generalization Bounds -- Theory: Semi-Supervised Learning -- Algorithm: Maximum Likelihood Minimum Entropy HMM -- Algorithm: Margin Distribution Optimization -- Algorithm: Learning the Structure of Bayesian Network Classifiers -- Application: Office Activity Recognition -- Application: Multimodal Event Detection -- Application: Facial Expression Recognition -- Application: Bayesian Network Classifiers for Face Detection.
Added Corporate Author:
Electronic Access:
http://dx.doi.org/10.1007/1-4020-3275-7