Encyclopedia of Image Processing

882 Pages·2018·74.249 MB·English

by  Laplante, Phillip A

Encyclopedia of
Image Processing
9781482244908_Book.indb 2 03/10/18 4:20 PM
Encyclopedia of
Image Processing
Edited by
Dr. Phillip A. Laplante
CRC Press
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Brief Content
3D Medical Imaging ....................... 1 Mathematical Topics from 3-D Graphics ...... 421
Artificial Neural Networks .................. 11 Missing Depth Data In-Painting.............. 431
Biomedical Image Registration .............. 24 Modern Cryptography ..................... 439
Boolean Algebras.......................... 40 Modern Hardware Design Practices .......... 460
Cantor, Fuzzy, Near, and Rough Sets ......... 46 Multibiometric Fusion and Template Protection
Color .................................... 54 Strategies .............................. 473
Color Image Denoising ..................... 72 Optical Character Recognition (OCR) ........ 486
Color Image Segmentation Metrics ........... 95 Optical Coding Schemes: Applications........ 494
Depth Statistics............................ 114 Optical Coding Schemes: Basics ............. 496
Digital Halftoning: Computational Optical Coding Schemes: Hardware.......... 512
Intelligence-Based Approach.............. 123 Perceptual Image and Video Quality.......... 517
Dimensionality Reduction................... 135 Perceptual Image Enhancement.............. 531
Discrete Fourier Transforms ................ 148 Photographic Image Characteristics . . . . . . . . . . 548
Facial Animation .......................... 154 Raindrop Imaging . . . . . . . . . . . . . . . . . . . . . . . . . 557
First-Order Statistics....................... 165 Real-Time Object Detection and Tracking . . . . . 566
Floodplain Mapping ....................... 177 Reflectance Modeling ....................... 583
Forgery Detection in Digital Images .......... 183 Remote Sensing Image Fusion ............... 588
Fourier Analysis........................... 194 Remotely Sensed Images: Lossy Compression ... 601
Fuzzy Set Theory.......................... 216 Scattering Features of Complex Mediums ..... 615
Gradients, Edges, and Contrast.............. 234 Semantic Processing ....................... 649
Grayscale Morphological Image Enhancement . . . 254 Sparse Modeling........................... 664
Image and Scene Analysis................... 270 The Human Visual System .................. 672
Image Enhancement ....................... 281 Thermal Infrared Remote Sensing ........... 688
Image Inpainting Evolution: A Survey ........ 293 Three-Dimensional Intensity-Curvature
Image Interpolation........................ 308 Measurement........................... 697
Image Processing and Measurement.......... 316 Time and Motion .......................... 714
Image Retrieval ........................... 335 Topology in Geographic Information System... 726
Image Secret Sharing ...................... 354 Traffic Analysis ........................... 734
Image Super Resolution .................... 365 UAS Imaging ............................. 746
Information Sets for Edge Detection .......... 378 UAV Imaging for Disaster Management . . . . . . . 759
JPEG: Symmetric Exponential Quantization... 395 Unusual Trajectory Detection................ 766
JPEG: YCgCb Color Space vs. YCbCr—A Video Analytics in the Compressed Domain.... 782
Comparison ............................ 400 Virtual Worlds . . . . . . . . . . . . . . . . . . . . . . . . . . . . 799
Large-Scale Remote Sensing Image Processing... 404 Visual Cryptography Applications............ 809
Markov Random Fields..................... 411 Wavelet Analysis .......................... 821
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Encyclopedia of Image Processing
Editor-in-Chief
Phillip A. Laplante
Professor of Software Engineering, Great Valley School of Graduate Professional Studies,
Pennsylvania State University, Malvern, Pennsylvania, U.S.A.
Editorial Advisory Board
Luciano da F. Costa Paisarn Muneesawang
University of São Paolo, São Paolo, Brazil Naresuan University in Thailand, Tha Pho,
Thailand
Gang Hua
Stevens Institute of Technology, Hoboken, Stuart William Perry
New Jersey, U.S.A. University of Technology Sydney, Ultimo, New South
Wales, Australia
Nasser Kehtarnavaz
University of Texas at Dallas, Richardson, Texas, Konstantinos N. Plataniotis
U.S.A. University of Toronto, Toronto, Canada
Robert Loce Wenping Wang
Palo Alto Research Center, Xerox Corporation, University of Hong Kong, Pok Fu Lam, Hong Kong
Webster, New York, U.S.A.
Rastislav Lukac
Foveon, Inc., San Jose, California, U.S.A.
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