Machine learning in computer vision / by N. Sebe ... [et al.].
Language: İngilizce Series: Computational imaging and vision ; v.29Publisher: Dordrecht : Springer, 2005Description: xv, 240 p. : ill. ; 25 cmISBN:- 1402032749
- TA1634 .M3154 2005
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| TA1634 .H38 2003 Multiple view geometry in computer vision / | TA1634 .I56 2006 Intelligent distributed video surveillance systems / | TA1634 .K55 1998 Computer vision : three-dimensional data from images / | TA1634 .M3154 2005 Machine learning in computer vision / | TA1634 .S48 2001 Computer vision / | TA1634 .S69 2004 Machine vision / | TA1634 .S69 2004 Machine vision / |
Introduction-- 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
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