Computer Image Processing. Pt.1

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.

Autorentext

Prof., D.Sc., correspondent-member of RAS, director; A.V.Chernov PhD, V.M.Chernov D.Sc., M.A.Chicheva PhD, V.A.Fursov D.Sc., M.V.Gashnikov PhD, N.I.Glumov PhD, N.Yu.Ilyasova PhD, A.G.Khramov D.Sc., A.O.Korepanov PhD, A.V.Kupriyanov PhD, E.V.Myasnikov PhD, V.V.Myasnikov D.Sc., S.B.Popov PhD, V.V.Sergeyev D.Sc. - researchers, IPSI RAS.

Klappentext

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.