Human Action Analysis with Randomized Trees

Name: Human Action Analysis with Randomized Trees
Brand: Springer Verlag, Singapore
SKU: 9789812871664
Price: 1147 CZK
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Autor: Gang Yu, Junsong Yuan, Zicheng Liu

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele

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This book will provide a comprehensive overview on human action analysis with randomized trees. It w...

Informace o knize

Autor

Gang Yu, Junsong Yuan, Zicheng Liu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

EAN

9789812871664

ISBN

9812871667

Enbook ID

05159734

Vydavatel

Springer Verlag, Singapore

Hmotnost

1533

Rozměry

155 x 235 x 6

Kompletní popis

This book will provide a comprehensive overview on human action analysis with randomized trees. It will cover both the supervised random trees and the unsupervised random trees. When there are sufficient amount of labeled data available, supervised random trees provides a fast method for space-time interest point matching. When labeled data is minimal as in the case of example-based action search, unsupervised random trees is used to leverage the unlabelled data. We describe how the randomized trees can be used for action classification, action detection, action search, and action prediction. We will also describe techniques for space-time action localization including branch-and-bound sub-volume search and propagative Hough voting.

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Human Action Analysis with Randomized Trees

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