The Essential Guide to Image Processing

Voorkant
Alan C. Bovik
Academic Press, 8 jul. 2009 - 672 pagina's
  • A complete introduction to the basic and intermediate concepts of image processing from the leading people in the field
  • Up-to-date content, including statistical modeling of natural, anistropic diffusion, image quality and the latest developments in JPEG 2000

This comprehensive and state-of-the art approach to image processing gives engineers and students a thorough introduction, and includes full coverage of key applications: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging. "This book combines basic image processing techniques with some of the most advanced procedures. Introductory chapters dedicated to general principles are presented alongside detailed application-orientated ones. As a result it is suitably adapted for different classes of readers, ranging from Master to PhD students and beyond." – Prof. Jean-Philippe Thiran, EPFL, Lausanne, Switzerland

"Al Bovik’s compendium proceeds systematically from fundamentals to today’s research frontiers. Professor Bovik, himself a highly respected leader in the field, has invited an all-star team of contributors. Students, researchers, and practitioners of image processing alike should benefit from the Essential Guide." – Prof. Bernd Girod, Stanford University, USA

"This book is informative, easy to read with plenty of examples, and allows great flexibility in tailoring a course on image processing or analysis." – Prof. Pamela Cosman, University of California, San Diego, USA

  • A complete and modern introduction to the basic and intermediate concepts of image processing – edited and written by the leading people in the field
  • An essential reference for all types of engineers working on image processing applications
  • Up-to-date content, including statistical modelling of natural, anisotropic diffusion, image quality and the latest developments in JPEG 2000
 

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Inhoudsopgave

Chapter 1 Introduction to Digital Image Processing
1
Chapter 2 The SIVA Image Processing Demos
23
Chapter 3 Basic Gray Level Image Processing
43
Chapter 4 Basic Binary Image Processing
69
Chapter 5 Basic Tools for Image Fourier Analysis
97
Chapter 6 Multiscale Image Decompositions and Wavelets
123
Chapter 7 Image Noise Models
143
Chapter 8 Color and Multispectral Image Representation and Display
169
Chapter 16 Lossless Image Compression
385
Chapter 17 JPEG and JPEG2000
421
Chapter 18 Wavelet Image Compression
463
Chapter 19 Gradient and Laplacian Edge Detection
495
Chapter 20 Diffusion Partial Differential Equations for Edge Detection
525
Chapter 21 Image Quality Assessment
553
Techniques and Applications
597
Chapter 23 Fingerprint Recognition
649

Chapter 9 Capturing Visual Image Properties with Probabilistic Models
205
Chapter 10 Basic Linear Filtering with Application to Image Enhancement
225
Chapter 11 Multiscale Denoising of Photographic Images
241
Chapter 12 Nonlinear Filtering for Image Analysis and Enhancement
263
Chapter 13 Morphological Filtering
293
Chapter 14 Basic Methods for Image Restoration and Identification
323
Chapter 15 Iterative Image Restoration
349
Chapter 24 Unconstrained Face Recognition from a Single Image
677
Chapter 25 How Iris Recognition Works
715
Chapter 26 Computed Tomography
741
Chapter 27 ComputerAssisted Microscopy
777
Chapter 28 Towards Video Processing
833
Index
835
Copyright

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Over de auteur (2009)

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.

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