| Human Action Analysis with Randomized Trees 2015 Edition Contributor(s): Yu, Gang (Author), Yuan, Junsong (Author), Liu, Zicheng (Author) |
|
 |
ISBN: 9812871667 ISBN-13: 9789812871664 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback - Other Formats Published: August 2014 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Electronics - General - Computers | Computer Vision & Pattern Recognition - Computers | Computer Graphics |
| Dewey: 006.37 |
| Series: Springerbriefs in Electrical and Computer Engineering / Spri |
| Physical Information: 0.19" H x 6.14" W x 9.21" (0.31 lbs) 83 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |