Overview
- Provides an integrated presentation of digital image processing and pattern recognition
- Supplies software for applications developed using Adobe Flash, Matlab and C++, for hands-on practice
- Discusses state-of-art research and applications, and provides solved problems
- Includes supplementary material: sn.pub/extras
- Request lecturer material: sn.pub/lecturer-material
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About this book
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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Keywords
Table of contents (12 chapters)
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Front Matter
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Back Matter
Authors and Affiliations
About the author
Apurba Das is a Technical Specialist in the Image Processing Lab at HCL Technologies, Chennai, India. He has previously served as a Scientist in the Advanced Image Processing Lab at the Centre for Development of Advanced Computing, a R&D organization of the Indian Government Ministry of Communications and Information Technology. His other Springer publications include the books Signal Conditioning: An Introduction to Continuous Wave Communication and Signal Processing and Digital Communication: Principles and System Modelling.
Bibliographic Information
Book Title: Guide to Signals and Patterns in Image Processing
Book Subtitle: Foundations, Methods and Applications
Authors: Apurba Das
DOI: https://doi.org/10.1007/978-3-319-14172-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-14171-8Published: 05 May 2015
Softcover ISBN: 978-3-319-37799-5Published: 17 October 2016
eBook ISBN: 978-3-319-14172-5Published: 22 April 2015
Edition Number: 1
Number of Pages: XXIV, 416
Number of Illustrations: 270 b/w illustrations, 102 illustrations in colour
Topics: Image Processing and Computer Vision, Pattern Recognition, Signal, Image and Speech Processing