Guide to Signals and Patterns in Image Processing

Foundations, Methods and Applications

By:

Apurba Das

Format:

Hardback

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Description

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.

Author Biography:

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.

Release date Australia

May 5th, 2015

Author

Apurba Das

Audience

Professional & Vocational

Edition

2015 ed.

Illustrations

25 Tables, black and white; 102 Illustrations, color; 270 Illustrations, black and white; XXIV, 416 p. 372 illus., 102 illus. in color.

Pages

416

Dimensions

155x235x25

ISBN-13

9783319141718

Product ID

23431773

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