Screen LibraryMachine learning for human motion analysis：theory and practice
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| Group Author: | ; ; |
|---|---|
| Published: |
Medical Information Science Reference,
|
| Publisher Address: | Hershey, PA |
| Publication Dates: | c2010. |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xvii, 299 p.: ill. ; 29 cm. |
| ISBN: |
9781605669007 (hbk.) 1605669008 (hbk.) |
| Index Number: | TP391 |
| CLC: | TP391.41 |
| Call Number: | TP391.41/M149-1 |
| Contents: |
Includes bibliographical references (p. 265-285) and index. 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 ... "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. |