Human Action Recognition with Depth Cameras

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Application Software, Computer Graphics, General Computing
Cover of the book Human Action Recognition with Depth Cameras by Jiang Wang, Zicheng Liu, Ying Wu, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jiang Wang, Zicheng Liu, Ying Wu ISBN: 9783319045610
Publisher: Springer International Publishing Publication: January 25, 2014
Imprint: Springer Language: English
Author: Jiang Wang, Zicheng Liu, Ying Wu
ISBN: 9783319045610
Publisher: Springer International Publishing
Publication: January 25, 2014
Imprint: Springer
Language: English

Action recognition technology has many real-world applications in human-computer interaction, surveillance, video retrieval, retirement home monitoring, and robotics. The commoditization of depth sensors has also opened up further applications that were not feasible before. This text focuses on feature representation and machine learning algorithms for action recognition from depth sensors. After presenting a comprehensive overview of the state of the art, the authors then provide in-depth descriptions of their recently developed feature representations and machine learning techniques, including lower-level depth and skeleton features, higher-level representations to model the temporal structure and human-object interactions, and feature selection techniques for occlusion handling. This work enables the reader to quickly familiarize themselves with the latest research, and to gain a deeper understanding of recently developed techniques. It will be of great use for both researchers and practitioners.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Action recognition technology has many real-world applications in human-computer interaction, surveillance, video retrieval, retirement home monitoring, and robotics. The commoditization of depth sensors has also opened up further applications that were not feasible before. This text focuses on feature representation and machine learning algorithms for action recognition from depth sensors. After presenting a comprehensive overview of the state of the art, the authors then provide in-depth descriptions of their recently developed feature representations and machine learning techniques, including lower-level depth and skeleton features, higher-level representations to model the temporal structure and human-object interactions, and feature selection techniques for occlusion handling. This work enables the reader to quickly familiarize themselves with the latest research, and to gain a deeper understanding of recently developed techniques. It will be of great use for both researchers and practitioners.

More books from Springer International Publishing

Cover of the book Epistemic Virtues in the Sciences and the Humanities by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Genetic Theory for Cubic Graphs by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book New Perspectives on the Bank-Firm Relationship by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Infinite Matrices and Their Recent Applications by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Electronic Government by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book International Handbook for Policy Research on School-Based Counseling by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Motion Control of Underactuated Mechanical Systems by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Concepts in Cell Biology - History and Evolution by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Advanced Concepts for Intelligent Vision Systems by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book The Transformation of British and American Naval Policy in the Pre-Dreadnought Era by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Microarray Bioprinting Technology by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Wind Turbines in Cold Climates by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book The English Embrace of the American Indians by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Refinement by Jiang Wang, Zicheng Liu, Ying Wu
Cover of the book Fault Diagnosis Inverse Problems: Solution with Metaheuristics by Jiang Wang, Zicheng Liu, Ying Wu
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy