Multidimensional Signal, Image, and Video Processing and Coding
- 8h 37m
- John W. Woods
- Elsevier Science and Technology Books, Inc.
- 2012
This book 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.
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.
- Only R&D level tutorial that gives an integrated treatment of image and video processing - topics that are interconnected.
- New chapters on introductory random processes, information theory, and image enhancement and analysis
- Coverage and discussion of the latest standards in video coding: H.264/AVC and the new scalable video standard (SVC)
In this Book
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Two-Dimensional Signals and Systems
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Sampling in Two Dimensions
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Two-Dimensional Systems and Z-Transforms
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2-D Discrete-Space Transforms
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Two-Dimensional Filter Design
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Image Perception and Sensing
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Image Enhancement and Analysis
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Image Estimation and Restoration
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Digital Image Compression
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Three-Dimensional and Spatiotemporal Processing
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Digital Video Processing
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Digital Video Compression
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Video Transmission over Networks
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Colour Plates
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