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Machine Learning for Computer Vision

✍ Scribed by Farinella, Giovanni Maria;Battiato, Sebastiano;Cipolla, Roberto

Publisher
Springer
Year
2012
Tongue
English
Leaves
265
Series
Studies in Computational Intelligence Ser. 411
Category
Library
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✦ Synopsis

Annotation

✦ Table of Contents

Throwing Down the Visual Intelligence Gauntlet.- Actionable Information in Vision.- Learning Binary Hash Codes for Large-Scale Image Search.- Bayesian Painting by Numbers: Flexible Priors for Colour-InvariantObject Recognition.- Real-Time Human Pose Recognition in Parts from Single Depth Images.- Scale-Invariant Vote-based 3D Recognition and Registration from Point Clouds.- Multiple Classifier Boosting and Tree-Structured Classifiers.- Simultaneous detection and tracking with multiple cameras.- Applications of Computer Vision to Vehicles: an extreme test.

✦ Subjects

Artificial Intelligence;Computer Vision;Computers--Computer Vision & Pattern Recognition;Computers--Intelligence (Ai) & Semantics;Computers--Machine Theory;Machine Learning;Electronic books;Computers -- Computer Vision & Pattern Recognition;Computers -- Machine Theory;Computers -- Intelligence (Ai) & Semantics

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