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Handbook of image and video processing

Author: Alan C Bovik
Publisher: San Diego [u.a.] : Academic Press, 2000.
Series: Academic Press series in communications, networking and multimedia.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This handbook is a presentation of the methods and algorithms for digital image and video processing. It should provide both the novice and the seasoned practitioner the necessary information and  Read more...

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Genre/Form: Handbooks and manuals
Handbooks, manuals, etc
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Alan C Bovik
ISBN: 0121197905 9780121197902
OCLC Number: 247729720
Description: xv, 891 p. : ill. ; 29 cm.
Contents: 1.0 INTRODUCTION; 1.1 Introduction to Image and Video Processing (Bovik); 2.0 BASIC IMAGE PROCESSING TECHNIQUES; 2.1 Basic Gray-Level Image Processing (Bovik); 2.2 Basic Binary Image Processing (Desai/Bovik); 2.3 Basic Image Fourier Analysis and Convolution (Bovik); 3.0 IMAGE AND VIDEO PROCESSING; Image and Video Enhancement and Restoration; 3.1 Basic Linear Filtering for Image Enhancement (Acton/Bovik); 3.2 Nonlinear Filtering for Image Enhancement (Arce); 3.3 Morphological Filtering for Image Enhancement and Detection (Maragos); 3.4 Wavelet Denoising for Image Enhancement (Wei); 3.5 Basic Methods for Image Restoration and Identification (Biemond); 3.6 Regularization for Image Restoration and Reconstruction (Karl); 3.7 Multi-Channel Image Recovery (Galatsanos); 3.8 Multi-Frame Image Restoration (Schulz); 3.9 Iterative Image Restoration (Katsaggelos); 3.10 Motion Detection and Estimation (Konrad); 3.11 Video Enhancement and Restoration (Lagendijk); Reconstruction from Multiple Images; 3.12 3-D Shape Reconstruction from Multiple Views (Aggarwal); 3.13 Image Stabilization and Mosaicking (Chellappa); 4.0 IMAGE AND VIDEO ANALYSIS; Image Representations and Image Models; 4.1 Computational Models of Early Human Vision (Cormack); 4.2 Multiscale Image Decomposition and Wavelets (Moulin); 4.3 Random Field Models (Zhang); 4.4 Modulation Models (Havlicek); 4.5 Image Noise Models (Boncelet); 4.6 Color and Multispectral Representations (Trussell); Image and Video Classification and Segmentation; 4.7 Statistical Methods (Lakshmanan); 4.8 Multi-Band Techniques for Texture Classification and Segmentation (Manjunath); 4.9 Video Segmentation (Tekalp); 4.10 Adaptive and Neural Methods for Image Segmentation (Ghosh); Edge and Boundary Detection in Images; 4.11 Gradient and Laplacian-Type Edge Detectors (Rodriguez); 4.12 Diffusion-Based Edge Detectors (Acton); Algorithms for Image Processing; 4.13 Software for Image and Video Processing (Evans); 5.0 IMAGE COMPRESSION; 5.1 Lossless Coding (Karam); 5.2 Block Truncation Coding (Delp); 5.3 Vector Quantization (Smith); 5.4 Wavelet Image Compression (Ramchandran); 5.5 The JPEG Lossy Standard (Ansari); 5.6 The JPEG Lossless Standard (Memon); 5.7 Multispectral Image Coding (Bouman); 6.0 VIDEO COMPRESSION; 6.1 Basic Concepts and Techniques of Video Coding (Barnett/Bovik); 6.2 Spatiotemporal Subband/Wavelet Video Compression (Woods); 6.3 Object-Based Video Coding (Kunt); 6.4 MPEG-I and MPEG-II Video Standards (Ming-Ting Sun); 6.5 Emerging MPEG Standards: MPEG-IV and MPEG-VII (Kossentini); 7.0 IMAGE AND VIDEO ACQUISITION; 7.1 Image Scanning, Sampling, and Interpolation (Allebach); 7.2 Video Sampling and Interpolation (Dubois); 8.0 IMAGE AND VIDEO RENDERING AND ASSESSMENT; 8.1 Image Quantization, Halftoning, and Printing (Wong); 8.2 Perceptual Criteria for Image Quality Evaluation (Pappas); 9.0 IMAGE AND VIDEO STORAGE, RETRIEVAL AND COMMUNICATION; 9.1 Image and Video Indexing and Retrieval (Tsuhan Chen); 9.2 A Unified Framework for Video Browsing and Retrieval (Huang); 9.3 Image and Video Communication Networks (Schonfeld); 9.4 Image Watermarking (Pitas); 10.0 APPLICATIONS OF IMAGE PROCESSING; 10.1 Synthetic Aperture Radar Imaging (Goodman/Carrera); 10.2 Computed Tomography (Leahy); 10.3 Cardiac Imaging (Higgins); 10.4 Computer-Aided Detection for Screening Mammography (Bowyer); 10.5 Fingerprint Classification and Matching (Jain); 10.6 Probabilistic Models for Face Recognition (Pentland/Moghaddam); 10.7 Confocal Microscopy (Merchant/Bartels); 10.8 Automatic Target Recognition (Miller); Index
Series Title: Academic Press series in communications, networking and multimedia.
Responsibility: editor, Al Bovik.
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Al Bovik has discharged a monumental assignment with spectacular success. If you are interested in image and video processing, you must have a copy. --P.N.T. Wells, Centre for Physics and Engineering Read more...

 
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