Human Action Analysis with Randomized Trees

Name: Human Action Analysis with Randomized Trees
Brand: Springer Verlag, Singapore
SKU: 9789812871664
Price: 8100 KES
Availability: OutOfStock
ISBN: 9789812871664

2015 ed.

by Gang Yu , Junsong Yuan , Zicheng Liu

Book Details

Format Paperback / softback

Book Series SpringerBriefs in Electrical and Computer Engineering

ISBN-10 9812871667

ISBN-13 9789812871664

Edition 2015 ed.

Publisher Springer Verlag, Singapore

Imprint Springer Verlag, Singapore

Country of Manufacture SG

Country of Publication GB

Publication Date Aug 27th, 2014

Print length 83 Pages

Product Classification: Probability & statistics Probability and statistics Imaging systems & technology Imaging systems and technology Image processing

KSh 8,100.00

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This book will provide a comprehensive overview on human action analysis with randomized trees. We describe how the randomized trees can be used for action classification, action detection, action search, and action prediction.

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.

Get Human Action Analysis with Randomized Trees by Gang Yu, Junsong Yuan at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Verlag, Singapore and it has 83 pages.