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Handbook of Image and Video Processing 2nd Revised edition [Kietas viršelis]

  • Formatas: Hardback, 1384 pages, aukštis x plotis: 279x216 mm, weight: 1000 g, Approx. 800 illustrations (100 in full color)
  • Išleidimo metai: 01-Jun-2005
  • Leidėjas: Academic Press Inc
  • ISBN-10: 0121197921
  • ISBN-13: 9780121197926
Kitos knygos pagal šią temą:
  • Formatas: Hardback, 1384 pages, aukštis x plotis: 279x216 mm, weight: 1000 g, Approx. 800 illustrations (100 in full color)
  • Išleidimo metai: 01-Jun-2005
  • Leidėjas: Academic Press Inc
  • ISBN-10: 0121197921
  • ISBN-13: 9780121197926
Kitos knygos pagal šią temą:
55% new material in the latest edition of this must-have for students and practitioners of image & video processing!

Digital visual information processing and communication pervade nearly every aspect of our daily experience, and have even invaded our pockets in the form of camera-equipped cell phones and PDAs. This Handbook is intended to serve as the basic reference point on image and video processing, in the field, in the research laboratory, and in the classroom. Each chapter has been written by carefully selected, distinguished experts specializing in that topic and carefully reviewed by the Editor, Al Bovik, ensuring that the greatest depth of understanding be communicated to the reader. Coverage includes introductory, intermediate and advanced topics and as such, this book serves equally well as classroom textbook as reference resource.

Provides practicing engineers and students with a highly accessible resource for learning and using image/video processing theory and algorithms
Includes a new chapter on image processing education, which should prove invaluable for those developing or modifying their curricula
Covers the various image and video processing standards that exist and are emerging, driving today's explosive industry
Offers an understanding of what images are, how they are modeled, and gives and introduction to how they are perceived
Introduces the necessary, practical background to allow engineering students to acquire and process their own digital image or video data
Culminates with a diverse set of applications chapters, covered in sufficient depth to serve as extensible models to the reader's own potential applications

About the Editor
Al Bovik is the Cullen Trust for Higher Education Endowed Professor at The University of Texas at Austin, where he is the Director of the Laboratory for Image and Video Engineering (LIVE). He has published over 400 technical articles in the general area of image and video processing and holds two U.S. patents. Dr. Bovik was Distinguished Lecturer of the IEEE Signal Processing Society (2000), received the IEEE Signal Processing Society Meritorious Service Award (1998), the IEEE Third Millennium Medal (2000), and twice was a two-time Honorable Mention winner of the international Pattern Recognition Society Award. He is a Fellow of the IEEE, was Editor-in-Chief, of the IEEE Transactions on Image Processing (1996-2002), has served on and continues to serve on many other professional boards and panels, and was the Founding General Chairman of the IEEE International Conference on Image Processing which was held in Austin, Texas in 1994.

* No other resource for image and video processing contains the same breadth of up-to-date coverage
* Each chapter written by one or several of the top experts working in that area
* Includes all essential mathematics, techniques, and algorithms for every type of image and video processing used by electrical engineers, computer scientists, internet developers, bioengineers, and scientists in various,
image-intensive disciplines

Recenzijos

"Whether you're a programmer interested in graphics manipulation or a technically minded artist interested in the mathematics of computer imaging, this book is a goldmine of information...there is no doubt you will be riveted to its pages, at least until the third edition is released." - Dan Winter, APC, Jan. 2006 "This huge and ambitious textbook aims to supply a reference for researchers and engineers, and an adopted text for students in a range of disciplines. It deals purely with digital images of the real world ... the three chapters on basic image processing techniques make excellent use of pictures, diagrams and graphs to lead the reader carefully through the fundamental concepts such as sampling, quantization, image aliasing, grey-scale and binary processing ... Over 130 authors have contributed to the 1372 pages. The high standard of editing makes the book balanced and readable throughout, with nothing glib or shallow." - Christine Connolly, Associate Editor of Sensor Review

Preface v
Editor vii
Contributors ix
SECTION I Introduction
Introduction to Digital Image and Video Processing
3(18)
Alan C. Bovik
SECTION II Basic Image Processing Techniques
Basic Gray-Level Image Processing
21(18)
Alan C. Bovik
Basic Binary Image Processing
39(18)
Alan C. Bovik
Basic Tools for Image Fourier Analysis
57(16)
Alan C. Bovik
Image Processing Education
73(26)
Umesh Rajashekar
Alan C. Bovik
Daniel Sage
Michael Unser
Lina J. Karam
Reginald L. Lagendijk
SECTION III Image and Video Processing
Image and Video Enhancement and Restoration
Basic Linear Filtering with Application to Image Enhancement
99(10)
Alan C. Bovik
Scott T. Acton
Nonlinear Filtering for Image Analysis and Enhancement
109(26)
Gonzalo R. Arce
Jan Bacca
Jose L. Paredes
Morphological Filtering for Image Enhancement and Feature Detection
135(22)
Petros Maragos
Wavelet Denoising for Image Enhancement
157(10)
Dong Wei
Umesh Rajashekar
Alan C. Bovik
Basic Methods for Image Restoration and Identification
167(16)
Reginald L. Lagendijk
Jan Biemond
Regularization in Image Restoration and Reconstruction
183(20)
W. Clem Karl
Multichannel Image Recovery
203(16)
Nikolas P. Galatsanos
Miles N. Wernick
Aggelos K. Katsaggelos
Rafael Molina
Multi-Frame Image Restoration
219(16)
Timothy J. Schulz
Iterative Image Restoration
235(18)
Aggelos K. Katsaggelos
Chun-Jen Tsai
Motion Detection and Estimation
253(22)
Janusz Konrad
Video Enhancement and Restoration
275(22)
Reginald L. Lagendijk
Peter M.B. van Roosmalen
Jan Biemond
Andrei Rares
Marcel J.T. Reinders
Reconstruction from Multiple Images
Local and Global Stereo Methods
297(12)
Yang Liu
J.K. Aggarwal
Image Sequence Stabilization, Mosaicking, and Superresolution
309(16)
Rama Chellappa
S. Srinivasan
G. Aggarwal
A. Veeraraghavan
SECTION IV Image and Video Analysis
Image Representations and Image Models
Computational Models of Early Human Vision
325(22)
Lawrence K. Cormack
Multiscale Image Decompositions and Wavelets
347(14)
Pierre Moulin
Random Field Models
361(16)
P. Fieguth
J. Zhang
AM-FM Image Models: Fundamental Techniques and Emerging Trends
377(20)
Joseph P. Havlicek
Peter C. Tay
Alan C. Bovik
Image Noise Models
397(14)
Charles Boncelet
Color and Multispectral Image Representation and Display
411(20)
H.J. Trussell
Statistical Modeling of Photographic Images
431(12)
Eero P. Simoncelli
Image and Video Classifications and Segmentation
Statistical Methods for Image Segmentation
443(12)
Sridhar Lakshmanan
Multiband Techniques, Texture Classification, and Segmentation
455(16)
B.S. Manjunath
G.M. Haley
Wei-Ying Ma
S.D. Newsam
Video Segmentation
471(20)
A. Murat Tekalp
2D and 3D Motion Tracking in Digital Video
491(28)
Georgios Stamou
Michail Krinidis
Evangelos Loutas
Nikos Nikolaidis
Ioannis Pitas
Adaptive and Neural Methods for Image Segmentation
519(16)
Joydeep Ghosh
Edge and Boundary Detection in Images
Gradient and Laplacian Edge Detection
535(20)
Phillip A. Mlsna
Jeffrey J. Rodriguez
Partial Differential Equation-Based Image Processing
Diffusion Partial Differential Equations for Edge Detection
555(18)
Scott T. Acton
Shape Smoothing and PDEs
573(14)
Frederic Guichard
Lionel Moisan
Jean-Michel Morel
PDEs for Morphological Scale Spaces and Eikonal Applications
587(26)
Petros Maragos
Geometric Active Contours for Image Segmentation
613(16)
Vicent Caselles
Ron Kimmel
Guillermo Sapiro
Algorithms for Image Processing
Software for Image and Video Processing
629(14)
K. Clint Slatton
Brian L. Evans
SECTION V Image Compression
Lossless Coding
643(18)
Lina J. Karam
Block Truncation Coding
661(12)
Paul Salama
Martha Saenz
Edward J. Delp
Fundamentals of Vector Quantization
673(16)
Mohammad A. U. Khan
Mark J.T. Smith
Wavelet Image Compression
689(20)
Zixiang Xiong
Kannan Ramchandran
Lossy Image Compression: The JPEG and JPEG2000 Standards
709(24)
Rashid Ansari
Christine Guillemot
Nasir Memon
The JPEG Lossless Image Compression Srandards
733(14)
Nasir Memon
Christine Guillemot
Rashid Ansari
Multispectral Image Coding
747(14)
Daniel Tretter
Nasir Memon
Charles Bouman
Recover Methods for Post Processing for Compressed Images
761(16)
Yongyi Yang
Nikolas P. Galatsanos
Aggelos K. Katsaggelos
SECTION VI Video Compression
Basic Concepts and Techniques of Video Coding and the H.261 Standard
777(22)
Barry Barnett
Interframe Subband/Wavelet Scalable Video Coding
799(20)
John W. Woods
Peison Chen
Yongjun Wu
Shih-Ta Hsiang
Digital Video Transcoding
819(14)
Shizhong Liu
Alan C. Bovik
MPEG-1 and MPEG-2 Video Standards
833(16)
Supavadee Aramvith
Ming-Ting Sun
MPEG-4, H.264/AVC, and MPEG-7: New Standards for the Digital Video Industry
849(28)
Berna Erol
Adriana Dumitras
Faouzi Kossentini
Anthony Joch
Gary Sullivan
Embedded Video Codecs
877(18)
Minhua Zhou
Raj Talluri
SECTION VII Image and Video Acquisition
Image Scanning, Sampling, and Interpolation
895(16)
Jan P. Allebach
Video Sampling and Interpolation
911(14)
Eric Dubois
SECTION VIII Image and Video Rendering and Assessment
Image Quantization, Halftoning, and Printing
925(14)
Ping Wah Wong
Perceptual Criteria for Image Quality Evaluation
939(22)
Thrasyvoulos N. Pappas
Robert J. Safranek
Junqing Chen
Structural Approaches to Image Quality Assessment
961(14)
Zhou Wang
Alan C. Bovik
Eero P. Simoncelli
Information Theoretic Approaches to Image Quality Assessment
975(18)
Hamid R. Sheikh
Alan C. Bovik
SECTION IX Image and Video Storage, Retrieval, and Communication
Image and Video Indexing and Retrieval
993(20)
Michael A. Smith
Tsuhan Chen
A Unified Framework for Video Summerization Browsing, and Retrieval
1013(18)
Ziyou Xiong
Yong Rui
Regunathan Radhakrishnan
Ajay Divakaran
Thomas S. Huang
Video Communication Networks
1031(34)
Dan Schonfeld
Wireless Video
1065(18)
Fan Zhai
Yiftach Eisenberg
Aggelos K. Katsaggelos
Watermarking Techniques for Image Authentication and Copyright Protection
1083(28)
Anastasios Tefas
Nikos Nikolaidis
Ioannis Pitas
Visual Cryptography: The Combinatorial and Halftonning Frameworks
1111(20)
Gonzalo Arce
Giovanni Di Crescenzo
Zhi Zhou
SECTION X Applications of Image Processing
Synthetic Aperture Radar Algorithms
1131(24)
Ron Goodman
Walter Carrara
Computed Tomography
1155(20)
R.M. Leahy
R. Clackdoyle
Cardiac Image Processing
1175(20)
Joseph M. Reinhardt
William E. Higgins
Computer-Aided Detection and Diagnosis in Mammography
1195(24)
Mehul P. Sampat
Mia K. Markey
Alan C. Bovik
Fingerprint Classification and Matching
1219(16)
Anil Jain
Sharath Pankanti
Face Recognition from Still Images and Videos
1235(16)
Shaohua Kevin Zhou
Rama Chellappa
How Iris Recognition Works
1251(12)
John Daugman
Exploiting Visual Information in Automatic Speech Processing
1263(28)
Petar S. Aleksic
Gerasimos Potamianos
Aggelos K. Katsaggelos
Confocal Microscopy
1291(20)
Fatima A. Merchant
Keith A. Bartels
Alan C. Bovik
Kenneth R. Diller
Computer-Assisted Microscopy
1311(30)
Fatima A. Merchant
Kenneth R. Castleman
Statistical Models for Bayesian Object Recognition
1341(14)
Anuj Srivastava
Michael I. Miller
Ulf Grenander
Index 1355


Al Bovik is the General Dynamics Endowed Fellow and Professor in the Department of Electrical and Computer Engineering at the University of Texas at Austin, where he is the Associate Director of the Center for Vision and Image Sciences. He has published nearly 300 techincal articles in the general area of image and video processing and holds two U.S. patents. Dr. Bovik is a recipient of the IEEE Signal Processing Society Meritorious Service Award (1998), and is a two-time Honorable Mention winner of the international Pattern Recognition Society Award. He is a fellow of the IEEE, is the Editor-in-Chief of the IEEE Transactions on Image Processing, serves on many other boards and panels, and was the Founding General Chairman of the IEEE International Conference on Image Processing, which was first held in Austin, Texas in 1994.