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Robust Computer Vision: Theory and Applications - M. S. Lew,N. Sebe

English
2010-12-06
€129.35 €184.78

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From the foreword by Thomas Huang: "During the past decade, researchers in computer vision have found that probabilistic machine learning methods are extremely powerful. This book describes some of these methods. In addition to the Maximum Likelihood framework, Bayesian Networks, and Hidden Markov models are also used. Three aspects are stressed: features, similarity metric, and models. Many interesting and ... Full description

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Description

From the foreword by Thomas Huang: "During the past decade, researchers in computer vision have found that probabilistic machine learning methods are extremely powerful. This book describes some of these methods. In addition to the Maximum Likelihood framework, Bayesian Networks, and Hidden Markov models are also used. Three aspects are stressed: features, similarity metric, and models. Many interesting and important new results, based on research by the authors and their collaborators, are presented. Although this book contains many new results, it is written in a style that suits both experts and novices in computer vision."

More Information

Author M. S. Lew, N. Sebe
Publisher Springer Netherlands
Series Computational Imaging and Vision
Release year 2010
Cover type Softcover
EAN 9789048162901
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€129.35 €184.78