Machine Learning in Computer Vision [electronic resource] / by N. Sebe, Ira Cohen, Ashutosh Garg, Thomas S. Huang.
Material type:
TextSeries: Computational Imaging and Vision ; 29Publisher: Dordrecht : Springer Netherlands, 2005Description: XVI, 242 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9781402032752Subject(s): 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 ScienceAdditional physical formats: Printed edition:: No titleDDC classification: 006.6 LOC classification: T385TA1637-1638TK7882.P3Online resources: Click here to access online
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.
| Item type | Current library | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
e-Books
|
Bangalore University Library | Available | BUSP000767 |
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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