Machine learning for human motion analysis : theory and practice /

"This book highlights the development of robust and effective vision-based motion understanding systems, addressing specific vision applications such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval"--Provided by publisher.

Bibliographic Details
Other Authors: Wang, Liang, 1975-, Cheng, Li, 1974-, Zhao, Guoying, 1977-
Format: Electronic
Published: Hershey, PA : Medical Information Science Reference, 2010
Subjects:
Online Access:View fulltext via EzAccess
LEADER 02665cam a2200313 a 4500
001 27479
003 DLC
005 20100508134306.0
008 091130s2010 paua b 001 0 eng
020 # # |a 9781605669014 (ebook) 
020 # # |a 1605669016 (ebook) 
040 # # |a DLC  |c DLC  |d YDX  |d DLC  |d UV0  |d CDX  |d DLC 
050 # # |a TA1634  |b .M3153 2010 
245 # # |a Machine learning for human motion analysis :  |b theory and practice /  |c [edited by] Liang Wang, Li Cheng, Guoying Zhao.  |h [electronic resource] 
260 # # |a Hershey, PA :  |b Medical Information Science Reference,  |c 2010 
300 # # |a 1 online resource (xvii, 299 p.)  |b ill. ;  |c 29 cm. 
504 # # |a Includes bibliographical references (p. 265-285) and index. 
505 # # |a Human motion tracking in video : a practical approach / Tony Tung, Takashi Matsuyama -- Learning to recognise spatio : temporal interest points / Olusegun T. Oshin ... [et al.] -- Graphical models for representation and recognition of human actions / Pradeep Natarajan, Ramakant Nevatia -- Common spatial patterns for real-time classification of human actions / Ronald Poppe -- KSM based machine learning for markless motion capture / Therdsak Tangkuampies, David Suter -- Multi-scale people detection and motion analysis for video surveillance / YingLi Tian ... [et al.] -- A generic framework for 2D and 3D upper body tracking / Lei Zhang -- Real-time recognition of basic human actions / Vassilis Syrris -- Fast categorisation of articulated human motion / Konrad Schindler, Luc van Gool -- Human action recognition with expandable graphical models / Wanqing Li ... [et al.] -- Detection and classification of interacting persons / Scott Blunsden, Robert Fisher -- Action Recognition / Qingdi Wei, Xiaoqin Zhang, Weiming Hu -- Distillation : a super-resolution approach for the selective analysis of noisy and unconstrained video sequences / Dong Seon Cheng, Marco Cristani, Vittorio Murino. 
520 # # |a "This book highlights the development of robust and effective vision-based motion understanding systems, addressing specific vision applications such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval"--Provided by publisher. 
650 # # |a Computer vision. 
650 # # |a Machine learning. 
650 # # |a Image analysis. 
650 # # |a Motion perception (Vision) 
650 # # |a Human locomotion. 
700 # # |a Wang, Liang,  |d 1975- 
700 # # |a Cheng, Li,  |d 1974- 
700 # # |a Zhao, Guoying,  |d 1977- 
856 4 0 |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-900-7  |z View fulltext via EzAccess