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Machine Learning in Computer Vision [electronic resource] / by N. Sebe, Ira Cohen, Ashutosh Garg, Thomas S. Huang.
Series: Computational Imaging and Vision ; 29Publisher: Dordrecht : Springer Netherlands, 2005Description: XVI, 242 p. online resourceContent type:- text
- computer
- online resource
- 9781402032752
- Computer science
- Mathematical statistics
- Multimedia information systems
- User interfaces (Computer systems)
- Computer graphics
- Computer Science
- Computer Imaging, Vision, Pattern Recognition and Graphics
- User Interfaces and Human Computer Interaction
- Multimedia Information Systems
- Probability and Statistics in Computer Science
- 006.6 23
- T385
- TA1637-1638
- TK7882.P3
Contents:
In:
Springer eBooks
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.
eBooks
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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.