Human Action Analysis with Randomized Trees

• Main Authors: Yu, Gang (Author), Yuan, Junsong (Author), Liu, Zicheng (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2015.
• Series: SpringerBriefs in Electrical and Computer Engineering,
• Subjects: Engineering.; Image processing.; Probabilities.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Probability Theory and Stochastic Processes.

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...