TY - BOOK AU - Sebe,N. AU - Cohen,Ira AU - Garg,Ashutosh AU - Huang,Thomas S. ED - SpringerLink (Online service) TI - Machine Learning in Computer Vision T2 - Computational Imaging and Vision, SN - 9781402032752 AV - T385 U1 - 006.6 23 PY - 2005/// CY - Dordrecht PB - Springer Netherlands KW - Computer science KW - Mathematical statistics KW - Multimedia information systems KW - User interfaces (Computer systems) KW - Computer graphics KW - Computer Science KW - Computer Imaging, Vision, Pattern Recognition and Graphics KW - User Interfaces and Human Computer Interaction KW - Multimedia Information Systems KW - Probability and Statistics in Computer Science N1 - 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 UR - http://dx.doi.org/10.1007/1-4020-3275-7 ER -