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…  See more details below

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.

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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

Sect. IIntroduction
1.1Introduction to digital image and video processing3
Sect. IIBasic image processing techniques
2.1Basic gray-level image processing21
2.2Basic binary image processing39
2.3Basic tools for image Fourier analysis57
2.4Image processing education73
Sect. IIIImage and video processing
3.1Basic linear filtering with application to image enhancement99
3.2Nonlinear filtering for image analysis and enhancement109
3.3Morphological filtering for image enhancement and feature detection135
3.4Wavelet denoising for image enhancement157
3.5Basic methods for image restoration and identification167
3.6Regularization in image restoration and reconstruction183
3.7Multichannel image recovery203
3.8Multi-frame image restoration219
3.9Iterative image restoration235
3.10Motion detection and estimation253
3.11Video enhancement and restoration275
3.12Local and global stereo methods297
3.13Image sequence stabilization, mosaicking, and superresolution309
Sect. IVImage and video analysis
4.1Computational models of early human vision325
4.2Multiscale image decompositions and wavelets347
4.3Random field models361
4.4AM-FM image models : fundamental techniques and emerging trends377
4.5Image noise models397
4.6Color and multispectral image representation and display411
4.7Statistical modeling of photographic images431
4.8Statistical methods for image segmentation443
4.9Multiband techniques, texture classification, and segmentation455
4.10Video segmentation471
4.112D and 3D motion tracking in digital video491
4.12Adaptive and neural methods for image segmentation519
4.13Gradient and Laplacian edge detection535
4.14Diffusion partial differential equations for edge detection555
4.15Shape smoothing and PDEs573
4.16PDEs for morphological scale spaces and eikonal applications587
4.17Geometric active contours for image segmentation613
4.18Software for image and video processing629
Sect. VImage compression
5.1Lossless coding643
5.2Block truncation coding661
5.3Fundamentals of vector quantization673
5.4Wavelet image compression689
5.5Lossy image compression : the JPEG and JPEG2000 standards709
5.6The JPEG lossless image compression standards733
5.7Multispectral image coding747
5.8Recover methods for post processing for compressed images761
Sect. VIVideo compression
6.1Basic concepts and techniques of video coding and the H.261 standard777
6.2Interframe subband/wavelet scalable video coding799
6.3Digital video transcoding819
6.4MPEG-1 and MPEG-2 video standards833
6.5MPEG-4, H.264/AVC, and MPEG-7; new standards for the digital video industry849
6.6Embedded video codecs877
Sect. VIIImage and video acquisition
7.1Image scanning, sampling, and interpolation895
7.2Video sampling and interpolation911
Sect. VIIIImage and video rendering and assessment
8.1Image quantization, halftoning, and printing925
8.2Perceptual criteria for image quality evaluation939
8.3Structural approaches to image quality assessment961
8.4Information theoretic approaches to image quality assessment975
Sect. IXImage and video storage, retrieval, and communication
9.1Image and video indexing and retrieval993
9.2A unified framework for video summerization browsing, and retrieval1013
9.3Video communication networks1031
9.4Wireless video1065
9.5Watermarking techniques for image authentication and copyright protection1083
9.6Visual cryptography : the combinatorial and halftoning frameworks1111
Sect. XApplications of image processing
10.1Synthetic aperture radar algorithms1131
10.2Computed tomography1155
10.3Cardiac image processing1175
10.4Computer-aided detection and diagnosis in mammography1195
10.5Fingerprint classification and matching1219
10.6Face recognition from still images and videos1235
10.7How iris recognition works1251
10.8Exploiting visual information in automatic speech processing1263
10.9Confocal microscopy1291
10.10Computer-assisted microscopy1311
10.11Statistical models for Bayesian object recognition1341

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