Handbook of Image and Video Processing / Edition 1

Handbook of Image and Video Processing / Edition 1

by Al Bovik
     
 

ISBN-10: 0121197905

ISBN-13: 9780121197902

Pub. Date: 06/28/2000

Publisher: Elsevier Science & Technology Books

The Handbook of Image and Video Processing contains a comprehensive and highly accessible presentation of all essential mathematics, techniques, and algorithms for every type of image and video processing used by scientists and engineers. The timely volume will provide both the novice and the seasoned practitioner with the necessary information and skills to be

Overview

The Handbook of Image and Video Processing contains a comprehensive and highly accessible presentation of all essential mathematics, techniques, and algorithms for every type of image and video processing used by scientists and engineers. The timely volume will provide both the novice and the seasoned practitioner with the necessary information and skills to be able to develop algorithms and applications for multimedia, digital imaging, digital video, telecommunications, and World Wide Web industries.
Handbook of Image and Video Processing will also serve as a textbook for courses such as digital image processing, digital image analysis, digital video, video communications, multimedia, and biomedical image processing in the departments of electrical and computer engineering and computer science.

KEY FEATURES: * No other resource contains the same breadth of up-to-date coverage
* Contains over 100 example algorithm illustrations
* Contains a series of extremely accessible tutorial chapters
* Indispensable for researchers in telecommunications, Internet applications, multimedia, and nearly every branch of science

Al Bovik is one of the best known image processing experts in the world. He was the host of the first IEEE International Conference on Image Processing in 1994 and he is the current editor-in-chief of IEEE Transactions on Image Processing. He is affiliated with the University of Texas, Austin.

Product Details

ISBN-13:
9780121197902
Publisher:
Elsevier Science & Technology Books
Publication date:
06/28/2000
Series:
Communications, Networking, and Multimedia Series
Edition description:
Older Edition
Pages:
891
Product dimensions:
8.74(w) x 11.27(h) x 2.07(d)

Table of Contents

Prefacev
Editorvii
Contributorsix
Section IIntroduction
1.1Introduction to Digital Image and Video Processing3
Section IIBasic Image Processing Techniques
2.1Basic Gray-Level Image Processing21
2.2Basic Binary Image Processing37
2.3Basic Tools for Image Fourier Analysis53
Section IIIImage and Video Processing
Image and Video Enhancement and Restoration
3.1Basic Linear Filtering with Application to Image Enhancement71
3.2Nonlinear Filtering for Image Analysis and Enhancement81
3.3Morphological Filtering for Image Enhancement and Detection101
3.4Wavelet Denoising for Image Enhancement117
3.5Basic Methods for Image Restoration and Identification125
3.6Regularization in Image Restoration and Reconstruction141
3.7Multichannel Image Recovery161
3.8Multiframe Image Restoration175
3.9Iterative Image Restoration191
3.10Motion Detection and Estimation207
3.11Video Enhancement and Restoration227
Reconstruction from Multiple Images
3.123-D Shape Reconstruction from Multiple Views243
3.13Image Sequence Stabilization, Mosaicking, and Superresolution259
Section IVImage and Video Analysis
Image Representations and Image Models
4.1Computational Models of Early Human Vision271
4.2Multiscale Image Decompositions and Wavelets289
4.3Random Field Models301
4.4Image Modulation Models313
4.5Image Noise Models325
4.6Color and Multispectral Image Representation and Display337
Image and Video Classification and Segmentation
4.7Statistical Methods for Image Segmentation355
4.8Multiband Techniques for Texture Classification and Segmentation367
4.9Video Segmentation383
4.10Adaptive and Neural Methods for Image Segmentation401
Edge and Boundary Detection in Images
4.11Gradient and Laplacian-Type Edge Detection415
4.12Diffusion-Based Edge Detectors433
Algorithms for Image Processing
4.13Software for Image and Video Processing449
Section VImage Compression
5.1Lossless Coding461
5.2Block Truncation Coding475
5.3Fundamentals of Vector Quantization485
5.4Wavelet Image Compression495
5.5The JPEG Lossy Image Compression Standard513
5.6The JPEG Lossless Image Compression Standards527
5.7Multispectral Image Coding539
Section VIVideo Compression
6.1Basic Concepts and Techniques of Video Coding and the H.261 Standard555
6.2Spatiotemporal Subband/Wavelet Video Compression575
6.3Object-Based Video Coding585
6.4MPEG-1 and MPEG-2 Video Standards597
6.5Emerging MPEG Standards: MPEG-4 and MPEG-7*611
Section VIIImage and Video Acquisition
7.1Image Scanning, Sampling, and Interpolation629
7.2Video Sampling and Interpolation645
Section VIIIImage and Video Rendering and Assessment
8.1Image Quantization, Halftoning, and Printing657
8.2Perceptual Criteria for Image Quality Evaluation669
Section IXImage and Video Storage, Retrieval and Communication
9.1Image and Video Indexing and Retrieval687
9.2A Unified Framework for Video Browsing and Retrieval705
9.3Image and Video Communication Networks717
9.4Image Watermarking for Copyright Protection and Authentication733
Section XApplications of Image Processing
10.1Synthetic Apertur Radar Algorithms749
10.2Computed Tomography771
10.3Cardiac Image Processing789
10.4Computer Aided Detection for Screening Mammography805
10.5Fingerprint Classification and Matching821
10.6Probabilistic, View-Based, and Modular Models for Human Face Recognition837
Human Face Recognition
10.7Confocal Microscopy853
10.8Bayesian Automated Target Recognition869
Index883

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