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Guide to Signals and Patterns in Image Processing - Foundations, Methods and Applications (Hardcover, 2015 ed.)
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Guide to Signals and Patterns in Image Processing - Foundations, Methods and Applications (Hardcover, 2015 ed.)
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This text reviews the field of digital image processing from the
different perspectives offered by the separate domains of signal
processing and pattern recognition. The book describes a rich array
of applications, representing the latest trends in industry and
academic research. To inspire further interest in the field, a
selection of worked-out numerical problems is also included in the
text. The content is presented in an accessible manner, examining
each topic in depth without assuming any prior knowledge from the
reader, and providing additional background material in the
appendices. Features: covers image enhancement techniques in the
spatial domain, the frequency domain, and the wavelet domain;
reviews compression methods and formats for encoding images;
discusses morphology-based image processing; investigates the
modeling of object recognition in the human visual system; provides
supplementary material, including MATLAB and C++ code, and
interactive GUI-based modules, at an associated website.
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