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.
| Other Authors: | , , |
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| Format: | Electronic |
| Published: |
Hershey, PA :
Medical Information Science Reference,
2010
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| Subjects: | |
| Online Access: | View fulltext via EzAccess |
Table of Contents:
- 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.