圖像與視頻處理手冊（上冊）

內(nèi)容概要

本書介紹了圖像和視頻處理方面的基本原理、主要技術(shù)和典型應(yīng)用，相關(guān)的內(nèi)容包括圖像與視頻的增強(qiáng)和恢復(fù)，分類和分割，圖像邊緣檢測，圖像處理算法，圖像壓縮、存儲、重取和通信，以及圖像處理的應(yīng)用。全書按內(nèi)容聘請有關(guān)專家編寫，涉及范圍廣、內(nèi)容新、質(zhì)量高、反映了最新的研究成果。本書的上冊主要針對圖像處理的基本概念、圖像與視頻處理的基本技術(shù)、圖像與視頻分析等內(nèi)容進(jìn)行了深入的介紹。    本書可作為學(xué)習(xí)圖像和視頻處理課程的本科生、研究生的教材與參考用書，并且對于從事圖像和視頻方面研究的人員也是一本很好的參考材料。

作者簡介

Alan Bovik博士為得克薩斯大學(xué)的教授，他在這所大學(xué)圖像與視頻工程實驗室中任主任。他在圖像與視頻處理領(lǐng)域已發(fā)表了技術(shù)論文400多篇，并持有兩項美國專利。

書籍目錄

SECTIoN I  Introduction 1.1  Introduction to Digital Image and Video Processing  Alan C.Bovik．SECTION II  Basic Image PrOcessing Techniques  2.1  Basic Gray-LevelImage Processing  Alan C.Bovik  2.2  Basic Binarv Image Processing  Alan C.Bovik．  2.3  Basic T00ls for Image Fourier Analysis Alan C.Bovik  2.4  Image Processing Education  L，rues Rajashekar,Alan C.Bovik Daniel sage,Michaef Unser, Unser，lina J. Karam, and Reginald L. Lagendiik．SECTION III  Image and Video Processing  Image and Video Enhancement and Restoration    3.1  Basic IJinear Filtering with Application to Image Enhancement Alan C.Bovik and Scott T. Acton    3.2  Nonlinear Filtering fbr Image Analysis and Enhancement  Gonzalo R．Arce.    Jan Bacca，and，Jose L. Paredes．    3.3  Morphological Filtering flor Image Enhancement and Feature Detection  Petros Maragos    3.4  Wavelet Denooising for Image Enhancement  DDng Wei，Umesh Raiashekar. and Alan C.Bovik    3.5  Basic Methods for Image Restoration and Identification Reginald L. Lagendiik and Jan Biemond    3.6  Regularization in Image Restoration and Reconstruction  W Clem Karl    3.7  Multichannel Image Recovery  Nikoles p. Galatsanos. Miles N. Wernick，    Aggelos K. Katsaggelos, and Rafael Molina    3.8  Multi-Frame Image Restoration Timothy J.Schula      3.9  IteratiVe Image RestoratiOil  Aggelos K. Katsaggelos and Chun-Jen Tsai      3.10  Motion Detection and Estimation Janusz Konrad．    3.11  Video Enhancement and Restoration  Reginald L. Lagendijk, Peter M.B. van   Roosmalen, Jan Biemond, Andrei Rares, and Marcel J.T.Reindesr    Reconstruction from Multiple lmatges    3.12  Local and Global Stereo Methods  Yang Liu and  J.K. Aggarwal    3.13  Image Sequence Stabilization，Mosaicking，and Superresolution  Rama Chellappa，S.Srinivasan，G．Aggarwal and A．VeeraraghavanSECTION IV  Image and Video Analysis  Image Representations and Image Models    4.1  Computational Models of Early Human Vision  Lawrence K. Cormack    4.2  Multiscale Image Decompositions and Wavelets  Pierre Moulin    4.3  Random Field Models  P. Fieguth, and J. Zhang    4.4  AM-FM Image Models: Fundamental Techniques and Emerging Trends  Joseph P.   Havlicek, Peter C Tay, and Alan C Bovik    4.5  Image Noise Models  Charles Boncelet    4.6  Color and Multispectral Image Representation and Display  H.J. Trussell    4.7  Statistical Modeling of Photographic Images  Eero P. Simoncelli  Image and Video Classifications and Segmentation    4.8  Statistical Methods for Image Segmentation  Sridhar Lakshmanan    4.9  Multiband Techniques, Texture Classification, and Segmentation  B.5. Manjunath, G.M. Halo Wei-Ying Ma, and S.D. Newsam    4.10  Video Segmentation  A. Murat Tekalp    4.11  2D and 3D Motion Tracking in Digital Video  Georgios Stamou, Michail Krinidis,Evangelos Loutas, Nikos Nikolaidis, and loannis Pitas    4.12  Adaptive and Neural Methods for Image Segmentation  Joy'deep Ghosh Edge and Boundary Detection in Images    4.13  Gradient and Laplacian Edge Detection  Phillip A. Mlsna and Jeffrey H. Rodriguez  Partial Differential Equation-Based Image Processing    4.14  Diffusion Partial Differential Equations for Edge Detection  Scott T. Acton    4.15  Shape Smooothing and PDEs  Frederic Guichard, Lionel Moisan, and Jean-Michel Morel    4.16  PDEs for Morphological Scale Spaces and Eikonal Applications  Petros Maragos    4.17  Geometric Active Contours for Image Segmentation  Vicent Caselles, Ron Kimmel,and Guillermo Sapiro   Algorithms for Image Processing   4.18  Software for Image and Video Processing  K. Clint Slatton and Brian L. Evans下冊簡目  SECTION V  Image Compression  SECTION VI  Video Compression  SECTION VII  Image and Video Acquisition  SECTION VIII  Image and Video Rendering and Assessment  SECTION IX  Image and Video Storage, Retrieval, and Communication  SECTION X  Applications of Image Processing

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