Motion History Images for Action Recognition and Understanding
1st Edition
Published on 28. December 2012
XVI, 116 pages
978-1-4471-4730-5 (ISBN)
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.
More details
Series
Language
English
Place of publication
London
United Kingdom
Publishing group
Springer London
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XVI, 116 p. 34 illus.
File size
2,94 MB
ISBN-13
978-1-4471-4730-5 (9781447147305)
DOI
10.1007/978-1-4471-4730-5
Schweitzer Classification
Other editions
Additional editions
Md. Atiqur Rahman Ahad
Motion History Images for Action Recognition and Understanding
Book
12/2012
Springer
€53.49
Shipment within 15-20 days
Content
Introduction.- Action Representation.- Motion History Image.- Action Datasets and MHI.
