Image processing means the execution of different procedures with a
specific purpose upon the images. In view of the commonality of
mathematical models, the methods proposed in this book are quite
universal and can be applied to the processing of a wide range of
multidimensional signals. Theory and practical outcomes detailed in
the book are based on the original research of the scientists of
the Image Processing Systems Institute of Russian Academy of
Sciences (IPSI). Part I of the book serves as an introduction to
the problem, basic concepts and classical methods, demonstrates the
main aspects of signals analysis and representation. Part II of the
book provides explanation of the methods for the image compression,
synthesis of fast algorithms, direction field, image feature
extraction, objects detection in image. Appendixes in the Part II
deal with the examples of the methods application to the tasks of
biomedical image processing and remote sensing. The book is aimed
at a wide audience, who is interested in computer image processing.
The presented results could be recommended as the basis for the
subsequent independent research.
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