
Multidimensional Signal, Image, and Video Processing and Coding
John W. Woods(Author)
Academic Press
2nd Edition
Published on 26. July 2011
Book
Hardback
616 pages
978-0-12-381420-3 (ISBN)
Description
Multidimensional Signal, Image, and Video Processing and Coding gives a concise introduction to both image and video processing, providing a balanced coverage between theory, applications and standards. It gives an introduction to both 2-D and 3-D signal processing theory, supported by an introduction to random processes and some essential results from information theory, providing the necessary foundation for a full understanding of the image and video processing concepts that follow. A significant new feature is the explanation of practical network coding methods for image and video transmission. There is also coverage of new approaches such as: super-resolution methods, non-local processing, and directional transforms.
Multidimensional Signal, Image, and Video Processing and Coding also has on-line support that contains many short MATLAB programs that complement examples and exercises on multidimensional signal, image, and video processing. There are numerous short video clips showing applications in video processing and coding, plus a copy of the vidview video player for playing .yuv video files on a Windows PC and an illustration of the effect of packet loss on H.264/AVC coded bitstreams.
New to this edition:
New appendices on random processes, information theory
New coverage of image analysis - edge detection, linking, clustering, and segmentation
Expanded coverage on image sensing and perception, including color spaces
Now summarizes the new MPEG coding standards: scalable video coding (SVC) and multiview video coding (MVC), in addition to coverage of H.264/AVC
Updated video processing material including new example on scalable video coding and more material on object- and region-based video coding
More on video coding for networks including practical network coding (PNC), highlighting the significant advantages of PNC for both video downloading and streaming
New coverage of super-resolution methods for image and video
Multidimensional Signal, Image, and Video Processing and Coding also has on-line support that contains many short MATLAB programs that complement examples and exercises on multidimensional signal, image, and video processing. There are numerous short video clips showing applications in video processing and coding, plus a copy of the vidview video player for playing .yuv video files on a Windows PC and an illustration of the effect of packet loss on H.264/AVC coded bitstreams.
New to this edition:
New appendices on random processes, information theory
New coverage of image analysis - edge detection, linking, clustering, and segmentation
Expanded coverage on image sensing and perception, including color spaces
Now summarizes the new MPEG coding standards: scalable video coding (SVC) and multiview video coding (MVC), in addition to coverage of H.264/AVC
Updated video processing material including new example on scalable video coding and more material on object- and region-based video coding
More on video coding for networks including practical network coding (PNC), highlighting the significant advantages of PNC for both video downloading and streaming
New coverage of super-resolution methods for image and video
Reviews / Votes
"For electrical and computer engineering students in their first or second year of graduate school, Woods (Rensselaer Polytechnic Institute, Troy, New York) presents a textbook for a course in digital image and video processing and coding. Students should have completed an undergraduate digital signal processing course and a course in probability. Some sections require knowledge of random processes and information theory, though this second edition introduces them. Among the topics are sampling in two dimensions, image perception and sensing, image estimation and restoration, three dimensional and spatiotemporal processing, and video transmission over networks." --SciTech Book NewsMore details
Edition
2nd edition
Language
English
Place of publication
San Diego
United States
Publishing group
Elsevier Science Publishing Co Inc
Target group
Professional and scholarly
R&D engineers, University researchers, graduate students in signal and image processing, computer engineers, web developers, digital cinematographers
Product notice
Unsewn / adhesive bound
Paper over boards
Dimensions
Height: 238 mm
Width: 191 mm
Thickness: 38 mm
Weight
1384 gr
ISBN-13
978-0-12-381420-3 (9780123814203)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

E-Book
05/2011
2nd Edition
Academic Press
€74.95
Available for download
Previous edition

Book
04/2006
Academic Press
€79.28
Article exhausted; check for reprint
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Content
1. Two-Dimensional Signals and Systems2. Sampling in Two Dimensions3. Two-Dimensional Systems and Z-Transforms4. 2-D Discrete-Space Transforms5. Two-Dimensional Filter Design6. Image Perception and Sensing7. Image Enhancement and Analysis8. Image Estimation and Restoration9. Digital Image Compression10. Three-Dimensional and Spatiotemporal Processing11. Digital Video Processing12. Digital Video Compression13. Video Transmission over Networks