EAN: 9783319141718

GUIDE TO SIGNALS AND PATTERNS IN IMAGE PROCESSI...

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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