Image Processing: Principles and Applications

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John Wiley & Sons, Oct 3, 2005 - Computers - 425 pages
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Image processing-from basics to advanced applications

Learn how to master image processing and compression with this outstanding state-of-the-art reference. From fundamentals to sophisticated applications, Image Processing: Principles and Applications covers multiple topics and provides a fresh perspective on future directions and innovations in the field, including:
* Image transformation techniques, including wavelet transformation and developments
* Image enhancement and restoration, including noise modeling and filtering
* Segmentation schemes, and classification and recognition of objects
* Texture and shape analysis techniques
* Fuzzy set theoretical approaches in image processing, neural networks, etc.
* Content-based image retrieval and image mining
* Biomedical image analysis and interpretation, including biometric algorithms such as face recognition and signature verification
* Remotely sensed images and their applications
* Principles and applications of dynamic scene analysis and moving object detection and tracking
* Fundamentals of image compression, including the JPEG standard and the new JPEG2000 standard

Additional features include problems and solutions with each chapter to help you apply the theory and techniques, as well as bibliographies for researching specialized topics. With its extensive use of examples and illustrative figures, this is a superior title for students and practitioners in computer science, wireless and multimedia communications, and engineering.
 

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Contents

1 Introduction
1
2 Image Formation and Representation
17
3 Color and Color Imagery
37
4 Image Transformation
61
5 Discrete Wavelet Transform
79
6 Image Enhancement and Restoration
105
7 Image Segmentation
131
8 Recognition of Image Patterns
157
12 Biometric And Biomedical Image Processing
253
13 Remotely Sensed Multispectral Scene Analysis
285
14 Dynamic Scene Analysis Moving Object Detection and Tracking
307
15 Introduction to Image Compression
329
16 JPEG Still Image Compression Standard
351
17 JPEG2000 Standard For Image Compression
369
18 Coding Algorithms in JPEG2000 Standard
391
Index
421

9 Texture and Shape Analysis
181
10 Fuzzy Set Theory in Image Processing
209
11 Image Mining and ContentBased Image Retrieval
227
About the Authors
427
Copyright

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About the author (2005)

TINKU ACHARYA, PhD, is Chief Technology Officer, Avisere, Inc., Tucson, Arizona. Dr. Acharya is also Adjunct Professor, Department of Electrical Engineering, Arizona State University. He is the inventor of ninety-seven awarded U.S. and European patents and coauthor of Data Mining: Multimedia, Soft Computing, and Bioinformatics (Wiley), Information Technology, and JPEG2000 Standard for Image Compression: Concepts, Algorithms, and VLSI Architectures (Wiley).

AJOY K. RAY, PhD, is Senior Corporate Research Scientist, Avisere, Inc., Arizona, and a Professor of Electronics and Electrical Communication Engineering, Indian Institute of Technology, Kharagpur. A distinguished teacher with twenty-five years of experience, Professor Ray has coauthored two other books, Advanced Microprocessors and Peripherals and Information Technology: Principles and Applications. In addition, he has published extensively in international journals.

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