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Guide to Signals and Patterns in Image Processing

Foundations, Methods and Applications

Language EnglishEnglish
Book Hardback
Book Guide to Signals and Patterns in Image Processing Apurba Das
Libristo code: 09105197
Publishers Springer International Publishing AG, May 2015
This text reviews the field of digital image processing from the different perspectives offered by t... Full description
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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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About the book

Full name Guide to Signals and Patterns in Image Processing
Author Apurba Das
Language English
Binding Book - Hardback
Date of issue 2015
Number of pages 416
EAN 9783319141718
ISBN 3319141716
Libristo code 09105197
Publishers Springer International Publishing AG
Weight 760
Dimensions 166 x 246 x 23

Categories

Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Computing & Information Technology > Computer science > Signal processing
Computing & Information Technology > Computer science > Image processing
Computing & Information Technology > Graphical & digital media applications
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