Motion History Images for Action Recognition and Understanding

By:

Md. Atiqur Rahman Ahad

Format:

Paperback / softback

Series:

Springerbriefs in Computer Science

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Description

Human action analysis and recognition is a relatively mature field, yet one which is often not well understood by students and researchers. The large number of possible variations in human motion and appearance, camera viewpoint, and environment, present considerable challenges. Some important and common problems remain unsolved by the computer vision community. However, many valuable approaches have been proposed over the past decade, including the motion history image (MHI) method. This method has received significant attention, as it offers greater robustness and performance than other techniques. This work presents a comprehensive review of these state-of-the-art approaches and their applications, with a particular focus on the MHI method and its variants.

Release date NZ

December 20th, 2012

Author

Md. Atiqur Rahman Ahad

Audience

Professional & Vocational

Illustrations

34 Illustrations, black and white; XVI, 116 p. 34 illus.

Pages

116

Series

Springerbriefs in Computer Science

Dimensions

156x234x7

ISBN-13

9781447147299

Product ID

20881216

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