Recognition of Humans and Their Activities Using Video (Synthesis Lectures on Image, Video, and Multimedia Processing)
Language: English
Published by Morgan And Claypool Publishers, 2005
- Softcover
- Used
Seller: Anybook.com, Lincoln, United KingdomAnybook.com
AbeBooks seller since December 22, 1999
Condition: Used - Good
£ 2.50
Quantity: 1 available
Add to basketItem description from seller
This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,450grams, ISBN:9781598290066.
Seller Inventory # 9604849
- Title
- Recognition of Humans and Their Activities Using Video (Synthesis Lectures on Image, Video, and Multimedia Processing)
- Author
- Chellappa, R., et al.
- Publisher
- Morgan And Claypool Publishers
- Publication year
- 2005
- Condition
- Good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1598290061
- ISBN 13
- 9781598290066
- Item weight
- 450 grams
- Seller catalogs
- Psychology & Psychiatry
In the area of face recognition, we start with the traditional methods for image-based analysis and then describe some of the more recent developments related to the use of video sequences, 3D models, and techniques for representing variations of illumination. We note that the main challenge facing researchers in this area is the development of recognition strategies that are robust to changes due to pose, illumination, disguise, and aging. Gait recognition is a more recent area of research in video understanding, although it has been studied for a long time in psychophysics and kinesiology. The goal for video scientists working in this area is to automatically extract the parameters for representation of human gait. We describe some of the techniques that have been developed for this purpose, most of which are appearance based. We also highlight the challenges involved in dealing with changes in viewpoint and propose methods based on image synthesis, visual hull, and 3D models.
In the domain of human activity recognition, we present an extensive survey of various methods that have been developed in different disciplines like artificial intelligence, image processing, pattern recognition, and computer vision. We then outline our method for modeling complex activities using 2D and 3D deformable shape theory. The wide application of automatic human identification and activity recognition methods will require the fusion of different modalities like face and gait, dealing with the problems of pose and illumination variations, and accurate computation of 3D models. The last chapter of this lecture deals with these areas of future research.
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Product Description
"About the title" may belong to another edition of this title.
Anybook.com
Lincoln, United Kingdom
AbeBooks seller since December 22, 1999
Shipping rates from United Kingdom to U.S.A.
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