Digital Image Processing: A Signal Processing and Algorithmic Approach

Digital Image Processing offers readers an essential introduction to the fundamentals of digital image processing. Pursuing a signal processing and algorithmic approach, it makes the fundamentals of digital image processing accessible and easy to learn. It is written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures, and detailed explanations. Each concept is developed from the basic principles and described in detail with equal emphasis on theory and practice. The book is accompanied by a companion web site that provides several MATLAB programs for the implementation of image processing algorithms. The book also offers comprehensive coverage of the following topics: enhancement, transform processing, restoration, registration, reconstruction from projections, morphological image processing, edge detection, object representation and classification, compression, and color processing.