Preface |
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v | |
Editor |
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vii | |
Contributors |
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ix | |
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Introduction to Digital Image and Video Processing |
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3 | (18) |
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SECTION II Basic Image Processing Techniques |
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Basic Gray-Level Image Processing |
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21 | (18) |
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Basic Binary Image Processing |
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39 | (18) |
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Basic Tools for Image Fourier Analysis |
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57 | (16) |
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Image Processing Education |
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73 | (26) |
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SECTION III Image and Video Processing |
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Image and Video Enhancement and Restoration |
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Basic Linear Filtering with Application to Image Enhancement |
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99 | (10) |
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Nonlinear Filtering for Image Analysis and Enhancement |
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109 | (26) |
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Morphological Filtering for Image Enhancement and Feature Detection |
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135 | (22) |
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Wavelet Denoising for Image Enhancement |
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157 | (10) |
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Basic Methods for Image Restoration and Identification |
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167 | (16) |
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Regularization in Image Restoration and Reconstruction |
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183 | (20) |
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Multichannel Image Recovery |
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203 | (16) |
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Multi-Frame Image Restoration |
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219 | (16) |
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Iterative Image Restoration |
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235 | (18) |
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Motion Detection and Estimation |
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253 | (22) |
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Video Enhancement and Restoration |
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275 | (22) |
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Reconstruction from Multiple Images |
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Local and Global Stereo Methods |
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297 | (12) |
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Image Sequence Stabilization, Mosaicking, and Superresolution |
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309 | (16) |
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SECTION IV Image and Video Analysis |
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Image Representations and Image Models |
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Computational Models of Early Human Vision |
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325 | (22) |
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Multiscale Image Decompositions and Wavelets |
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347 | (14) |
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361 | (16) |
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AM-FM Image Models: Fundamental Techniques and Emerging Trends |
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377 | (20) |
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397 | (14) |
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Color and Multispectral Image Representation and Display |
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411 | (20) |
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Statistical Modeling of Photographic Images |
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431 | (12) |
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Image and Video Classifications and Segmentation |
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Statistical Methods for Image Segmentation |
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443 | (12) |
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Multiband Techniques, Texture Classification, and Segmentation |
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455 | (16) |
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471 | (20) |
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2D and 3D Motion Tracking in Digital Video |
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491 | (28) |
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Adaptive and Neural Methods for Image Segmentation |
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519 | (16) |
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Edge and Boundary Detection in Images |
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Gradient and Laplacian Edge Detection |
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535 | (20) |
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Partial Differential Equation-Based Image Processing |
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Diffusion Partial Differential Equations for Edge Detection |
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555 | (18) |
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573 | (14) |
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PDEs for Morphological Scale Spaces and Eikonal Applications |
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587 | (26) |
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Geometric Active Contours for Image Segmentation |
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613 | (16) |
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Algorithms for Image Processing |
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Software for Image and Video Processing |
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629 | (14) |
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SECTION V Image Compression |
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643 | (18) |
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661 | (12) |
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Fundamentals of Vector Quantization |
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673 | (16) |
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Wavelet Image Compression |
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689 | (20) |
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Lossy Image Compression: The JPEG and JPEG2000 Standards |
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709 | (24) |
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The JPEG Lossless Image Compression Srandards |
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733 | (14) |
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Multispectral Image Coding |
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747 | (14) |
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Recover Methods for Post Processing for Compressed Images |
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761 | (16) |
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SECTION VI Video Compression |
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Basic Concepts and Techniques of Video Coding and the H.261 Standard |
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777 | (22) |
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Interframe Subband/Wavelet Scalable Video Coding |
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799 | (20) |
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Digital Video Transcoding |
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819 | (14) |
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MPEG-1 and MPEG-2 Video Standards |
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833 | (16) |
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MPEG-4, H.264/AVC, and MPEG-7: New Standards for the Digital Video Industry |
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849 | (28) |
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877 | (18) |
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SECTION VII Image and Video Acquisition |
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Image Scanning, Sampling, and Interpolation |
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895 | (16) |
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Video Sampling and Interpolation |
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911 | (14) |
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SECTION VIII Image and Video Rendering and Assessment |
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Image Quantization, Halftoning, and Printing |
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925 | (14) |
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Perceptual Criteria for Image Quality Evaluation |
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939 | (22) |
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Structural Approaches to Image Quality Assessment |
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961 | (14) |
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Information Theoretic Approaches to Image Quality Assessment |
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975 | (18) |
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SECTION IX Image and Video Storage, Retrieval, and Communication |
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Image and Video Indexing and Retrieval |
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993 | (20) |
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A Unified Framework for Video Summerization Browsing, and Retrieval |
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1013 | (18) |
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Video Communication Networks |
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1031 | (34) |
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1065 | (18) |
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Watermarking Techniques for Image Authentication and Copyright Protection |
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1083 | (28) |
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Visual Cryptography: The Combinatorial and Halftonning Frameworks |
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1111 | (20) |
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SECTION X Applications of Image Processing |
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Synthetic Aperture Radar Algorithms |
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1131 | (24) |
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1155 | (20) |
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1175 | (20) |
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Computer-Aided Detection and Diagnosis in Mammography |
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1195 | (24) |
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Fingerprint Classification and Matching |
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1219 | (16) |
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Face Recognition from Still Images and Videos |
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1235 | (16) |
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How Iris Recognition Works |
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1251 | (12) |
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Exploiting Visual Information in Automatic Speech Processing |
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1263 | (28) |
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1291 | (20) |
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Computer-Assisted Microscopy |
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1311 | (30) |
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Statistical Models for Bayesian Object Recognition |
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1341 | (14) |
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Index |
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1355 | |