1 option
Computer Vision and Action Recognition : A Guide for Image Processing and Computer Vision Community for Action Understanding / by Md. Atiqur Rahman Ahad.
- Format:
- Book
- Author/Creator:
- Ahad, Md. Atiqur Rahman, author.
- Series:
- Computer Science (Springer-11645)
- Atlantis ambient and pervasive intelligence 1875-7669 ; 5.
- Atlantis Ambient and Pervasive Intelligence, 1875-7669 ; 5
- Language:
- English
- Subjects (All):
- Optical data processing.
- Pattern perception.
- Computer-aided engineering.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Image Processing and Computer Vision.
- Pattern Recognition.
- Computer-Aided Engineering (CAD, CAE) and Design.
- Local Subjects:
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Image Processing and Computer Vision.
- Pattern Recognition.
- Computer-Aided Engineering (CAD, CAE) and Design.
- Physical Description:
- 1 online resource (XXI, 211 pages) : 43 illustrations, 33 illustrations in color.
- Edition:
- First edition 2011.
- Contained In:
- Springer eBooks
- Place of Publication:
- Paris : Atlantis Press : Imprint: Atlantis Press, 2011.
- System Details:
- text file PDF
- Summary:
- Human action analyses and recognition are challenging problems due to large variations in human motion and appearance, camera viewpoint and environment settings. The field of action and activity representation and recognition is relatively old, yet not well-understood by the students and research community. Some important but common motion recognition problems are even now unsolved properly by the computer vision community. However, in the last decade, a number of good approaches are proposed and evaluated subsequently by many researchers. Among those methods, some methods get significant attention from many researchers in the computer vision field due to their better robustness and performance. This book will cover gap of information and materials on comprehensive outlook - through various strategies from the scratch to the state-of-the-art on computer vision regarding action recognition approaches. This book will target the students and researchers who have knowledge on image processing at a basic level and would like to explore more on this area and do research. The step by step methodologies will encourage one to move forward for a comprehensive knowledge on computer vision for recognizing various human actions.
- Contents:
- Introduction
- Low-level Image Processing for Action Representations
- Action Representation Approaches
- MHI - A Global-based Generic Approach
- Shape Representation and Feature Vector Analysis
- Action Datasets.-Challenges Ahead.
- Other Format:
- Printed edition:
- ISBN:
- 978-94-91216-20-6
- 9789491216206
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.