A Course on Digital Image Processing with MATLAB®

Second Edition

P K Thiruvikraman (Birla Institute of Technology and Science, Pilani, India)

$237.95 $190.40

Hardback

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English

Institute of Physics Publishing
13 November 2024

Image processing

Series: IOP ebooks

Digital imaging is now ubiquitous, from the smart phone in your pocket to state-of-the-art medical imaging and satellite imagery. Raw imaging data can be manipulated using computer algorithms to perform a range of functions from reducing noise to complex image analysis and pattern and object recognition. The result is that digital image processing has applications in almost all areas of science and engineering. Designed for a one semester course, the aim of this book is to concentrate on the principles and techniques of image processing. This second edition includes important updates to the first edition, as well as two entirely new chapters, making the book ideal for advanced students in physics and engineering.

Key Features:

A combination of theory, exercises and supportive software Uses MATLAB to perform processing transformations – and accompanied by downloadable code Programming exercises using MATLAB New chapters on machine learning, error correcting codes and cryptography

By: P K Thiruvikraman (Birla Institute of Technology and Science Pilani India)
Imprint: Institute of Physics Publishing
Country of Publication: United Kingdom
Edition: 2nd edition
Dimensions: Height: 254mm, Width: 178mm,
ISBN: 9780750359672
ISBN 10: 0750359676
Series: IOP ebooks
Pages: 334
Publication Date: 13 November 2024
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

1 Introduction 2 Image enhancement in the spatial domain 3 Filtering in the Fourier domain 4 Image compression 5 Image analysis and object recognition 6 Image restoration 7 Wavelets 8 Colour image processing 9 Introduction to MATLAB® 10 The image processing toolbox 11 Video processing 12 Machine learning 13 Error correcting codes and cryptography 14 Solutions to selected exercises

P. K. Thiruvikraman is a professor of physics at the Birla Institute of Technology & Science with a research interest in Digital Image Processing, Pattern Recognition / Machine Vision and Coding Theory. The author has been teaching at BITS Pilani for the last 20 years. He has taught Digital Image Processing for more than a decade.

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A Course on Digital Image Processing with MATLAB®

Second Edition

P K Thiruvikraman (Birla Institute of Technology and Science, Pilani, India)

$237.95 $190.40

Hardback

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