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Essential guide to image processing / [edited by] Al Bovik.

Contributor(s): Bovik, Ai [editor].
Material type: TextTextPublisher: Amsterdam : Elsevier, ©2009Description: xxi, 853 p. : ill. ; 24 cm. + 1 CD-ROM (4 3/4 in.).ISBN: 9780123744579 (pbk.).Subject(s): Image processing | Image processing -- Digital techniquesDDC classification: 621.367
Contents:
Ch. 1. Introduction to Digital Image Processing -- Ch. 2. SIVA Image Processing Demos -- Ch. 3. Basic Gray Level Image Processing -- Ch. 4. Basic Binary Image Processing -- Ch. 5. Basic Tools for Image Fourier Analysis -- Ch. 6. Multiscale Image Decompositions and Wavelets -- Ch. 7. Image Noise Models -- Ch. 8. Color and Multispectral Image Representation and Display -- Ch. 9. Capturing Visual Image Properties with Probabilistic Models -- Ch. 10. Basic Linear Filtering with Application to Image Enhancement -- Ch. 11. Multiscale Denoising ot Photographic Images -- Ch. 12. Nonlinear Filtering for Image Analysis and Enhancement -- Ch. 13. Morphological Filtering -- Ch. 14. Basic Methods for Image Restoration and Identification -- Ch. 15. Iterative Image Restoration -- Ch. 16. Lossless Image Compression -- Ch. 17. JPEG and JPEG2000 -- Ch. 18. Wavelet Image Compression -- Ch. 19. Gradient and Laplacian Edge Detection -- Ch. 20. Diffusion Partial Differential Equations for Edge Detection -- Ch. 21. Image Quality Assessment -- Ch. 22. Image Watermarking: Techniques and Applications -- Ch. 23. Fingerprint Recognition -- Ch. 24. Unconstrained Face Recognition from a Single Image -- Ch. 25. How Iris Recognition Works -- Ch. 26. Computed Tomography -- Ch. 27. Computer-Assisted Microscopy -- Ch. 28. Towards Video Processing.
Summary: An introduction to the basic and intermediate concepts of image processing. It features such content as: statistical modeling of natural, anistropic diffusion, image quality and the developments in JPEG 2000. It provides coverage of: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging. 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. To help learn the concepts and techniques, the book contains a CD-ROM of 70 highly interactive visual demonstrations. Key algorithms and their implementation details are included, along with the latest developments in the standards.
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Item type Current location Call number Status Date due Barcode Item holds
Books Books ISI Library, Kolkata
 
621.367 B783 (Browse shelf) Checked out 19/12/2019 136969
CD/DVD CD/DVD ISI Library, Kolkata
 
CD/DVD Collection
621.367 B783 (Browse shelf) Available D945
Total holds: 0

Includes bibliographical references and index

Ch. 1. Introduction to Digital Image Processing --
Ch. 2. SIVA Image Processing Demos --
Ch. 3. Basic Gray Level Image Processing --
Ch. 4. Basic Binary Image Processing --
Ch. 5. Basic Tools for Image Fourier Analysis --
Ch. 6. Multiscale Image Decompositions and Wavelets --
Ch. 7. Image Noise Models --
Ch. 8. Color and Multispectral Image Representation and Display --
Ch. 9. Capturing Visual Image Properties with Probabilistic Models --
Ch. 10. Basic Linear Filtering with Application to Image Enhancement --
Ch. 11. Multiscale Denoising ot Photographic Images --
Ch. 12. Nonlinear Filtering for Image Analysis and Enhancement --
Ch. 13. Morphological Filtering --
Ch. 14. Basic Methods for Image Restoration and Identification --
Ch. 15. Iterative Image Restoration --
Ch. 16. Lossless Image Compression --
Ch. 17. JPEG and JPEG2000 --
Ch. 18. Wavelet Image Compression --
Ch. 19. Gradient and Laplacian Edge Detection --
Ch. 20. Diffusion Partial Differential Equations for Edge Detection --
Ch. 21. Image Quality Assessment --
Ch. 22. Image Watermarking: Techniques and Applications --
Ch. 23. Fingerprint Recognition --
Ch. 24. Unconstrained Face Recognition from a Single Image --
Ch. 25. How Iris Recognition Works --
Ch. 26. Computed Tomography --
Ch. 27. Computer-Assisted Microscopy --
Ch. 28. Towards Video Processing.

An introduction to the basic and intermediate concepts of image processing. It features such content as: statistical modeling of natural, anistropic diffusion, image quality and the developments in JPEG 2000. It provides coverage of: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging.
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. To help learn the concepts and techniques, the book contains a CD-ROM of 70 highly interactive visual demonstrations. Key algorithms and their implementation details are included, along with the latest developments in the standards.

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