Digital Image Processing, Jayaraman

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Meant for students and practicing engineers, this book provides a clear, comprehensive and up-to-date introduction to Digital Image Processing in a pragmatic style. Illustrative approach, practical examples and MATLAB applications given in the book help in bringing theory to life. Key Features: 2-D Convolution and Correlation covered in detail Coverage of advanced topics like Wavelet Transforms, Multiwavelet Transforms and Contourlet Transforms Image enhancement dicussed with different natural images Use of MATLAB to simulate image-processing algorithms Pedagogy 115 Solved Examples 255 Review questions 165 MATLAB examples and exercises 120 Objective type questions Table of Content: Chapter 1: Introduction to Image-Processing System Chapter 2: 2D Signals and Systems Chapter 3: Convolution and Correlation Chapter 4: Image Transforms Chapter 5: Image Enhancement Chapter 6: Image Restoration and Denoising Chapter 7: Image Segmentation Chapter 8: Object Recognition Chapter 9: Image Compression Chapter 10: Binary Image Processing Chapter 11: Color-Image Processing Chapter 12: Wavelet-based Image Processing Chapter 13: An Introduction to Video Processing Appendices I: Image Processing Related MATLAB Comments II: Overview of Vector Space Concepts III: Fundamentals of Matrices IV: Objective type Questions Glossary Index