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Motion History Images for Action Recognition and UnderstandingMotion History Image

Motion History Images for Action Recognition and Understanding: Motion History Image [This chapter presents the Motion History Image (MHI) and the Motion Energy Image (MEI) templates, which have been in use by researchers for over a decade due to its simplicity and ease to implement with good performance. A tutorial on the MHI method is presented here. It covers the shortcomings of the MHI methods and presents various developed methods at the top of the MHI—both in 2D and in 3D. To our knowledge and till-to-date, this is the most comprehensive and detailed presentation on the MHI method/representation.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Motion History Images for Action Recognition and UnderstandingMotion History Image

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Publisher
Springer London
Copyright
© Md. Atiqur Rahman Ahad 2013
ISBN
978-1-4471-4729-9
Pages
31 –76
DOI
10.1007/978-1-4471-4730-5_3
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter presents the Motion History Image (MHI) and the Motion Energy Image (MEI) templates, which have been in use by researchers for over a decade due to its simplicity and ease to implement with good performance. A tutorial on the MHI method is presented here. It covers the shortcomings of the MHI methods and presents various developed methods at the top of the MHI—both in 2D and in 3D. To our knowledge and till-to-date, this is the most comprehensive and detailed presentation on the MHI method/representation.]

Published: Dec 20, 2012

Keywords: Action Recognition; Local Binary Pattern; Gesture Recognition; Visual Hull; Hand Gesture Recognition

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