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Preface | |
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Editor | |
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Contributors | |
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Introduction | |
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Introduction to Digital Image and Video Processing | |
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Basic Image Processing Techniques | |
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Basic Gray-Level Image Processing | |
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Basic Binary Image Processing | |
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Basic Tools for Image Fourier Analysis | |
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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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Nonlinear Filtering for Image Analysis and Enhancement | |
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Morphological Filtering for Image Enhancement and Detection | |
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Wavelet Denoising for Image Enhancement | |
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Basic Methods for Image Restoration and Identification | |
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Regularization in Image Restoration and Reconstruction | |
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Multichannel Image Recovery | |
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Multiframe Image Restoration | |
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Iterative Image Restoration | |
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Motion Detection and Estimation | |
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Video Enhancement and Restoration | |
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Reconstruction from Multiple Images | |
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3-D Shape Reconstruction from Multiple Views | |
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Image Sequence Stabilization, Mosaicking, and Superresolution | |
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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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Multiscale Image Decompositions and Wavelets | |
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Random Field Models | |
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Image Modulation Models | |
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Image Noise Models | |
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Color and Multispectral Image Representation and Display | |
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Image and Video Classification and Segmentation | |
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Statistical Methods for Image Segmentation | |
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Multiband Techniques for Texture Classification and Segmentation | |
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Video Segmentation | |
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Adaptive and Neural Methods for Image Segmentation | |
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Edge and Boundary Detection in Images | |
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Gradient and Laplacian-Type Edge Detection | |
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Diffusion-Based Edge Detectors | |
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Algorithms for Image Processing | |
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Software for Image and Video Processing | |
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Image Compression | |
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Lossless Coding | |
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Block Truncation Coding | |
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Fundamentals of Vector Quantization | |
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Wavelet Image Compression | |
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The JPEG Lossy Image Compression Standard | |
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The JPEG Lossless Image Compression Standards | |
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Multispectral Image Coding | |
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Video Compression | |
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Basic Concepts and Techniques of Video Coding and the H.261 Standard | |
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Spatiotemporal Subband/Wavelet Video Compression | |
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Object-Based Video Coding | |
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MPEG-1 and MPEG-2 Video Standards | |
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Emerging MPEG Standards: MPEG-4 and MPEG-7* | |
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Image and Video Acquisition | |
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Image Scanning, Sampling, and Interpolation | |
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Video Sampling and Interpolation | |
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Image and Video Rendering and Assessment | |
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Image Quantization, Halftoning, and Printing | |
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Perceptual Criteria for Image Quality Evaluation | |
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Image and Video Storage, Retrieval and Communication | |
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Image and Video Indexing and Retrieval | |
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A Unified Framework for Video Browsing and Retrieval | |
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Image and Video Communication Networks | |
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Image Watermarking for Copyright Protection and Authentication | |
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Applications of Image Processing | |
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Synthetic Apertur Radar Algorithms | |
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Computed Tomography | |
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Cardiac Image Processing | |
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Computer Aided Detection for Screening Mammography | |
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Fingerprint Classification and Matching | |
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Probabilistic, View-Based, and Modular Models for Human Face Recognition | |
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Human Face Recognition | |
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Confocal Microscopy | |
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Bayesian Automated Target Recognition | |
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Index | |