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Mathematics of Digital Images: Creation, Compression, Restoration, Recognition

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"Recognition explains the mathematics needed to carry out various aspects of digital imaging through examples, exercises with solutions, pseudocode and sample calculations on images. Suitable for a course or tutorial."
Spectra

"This book explains the mathematics needed to understand and carry out these components in a style at once rigorous and practical, with many worked examples, exercises and solutions, pseudocode, and sample calculations on images."
Bookshelf

"This book covers a lot of ground!"
Jason Dowling, IAPR Newsletter

"...offers both theory and practical applications and exercises. College-level courses will want to consider this as a classroom text on the subject, but specialty libraries will also find it a popular pick for advanced self-study." - California Bookwatch Diane C. Donovan, Midwest Book Review

This major revision of the author's popular book still focuses on foundations and proofs, but now exhibits a shift away from Topology to Probability and Information Theory (with Shannon's source and channel encoding theorems) which are used throughout. Three vital areas for the digital revolution are tackled (compression, restoration and recognition), establishing not only what is true, but why, to facilitate education and research. It will remain a valuable book for computer scientists, engineers and applied mathematicians.

About the Author

Dr S. G. Hoggar is a Research Fellow and formerly a Senior Lecturer in Mathematics at the University of Glasgow.
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Following on the success of his introductory text, Digital
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