MULTI SCALE TRANSFORMS WITH APPLICATION TO IMAGE PROCESSING
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- Author: APARNA VYAS
- ISBN: 9789811072710
- Availability: In Stock
Buy MULTI SCALE TRANSFORMS WITH APPLICATION TO IMAGE PROCESSING | Technical Books
This book provides an introduction to image processing,
an overview of the transforms which are most widely used in the field of image
processing, and an introduction to the application of multiscale transforms in
image processing.
The book is divided into three parts, with the first part
offering the reader a basic introduction to image processing. The second part
of the book starts with a chapter on Fourier analysis and Fourier transforms,
wavelet analysis, and ends with a chapter on new multiscale transforms. The
final part of the book deals with all of the most important applications of
multiscale transforms in image processing.
The chapters consist of both tutorial and highly advanced
material, and as such the book is intended to be a reference text for graduate
students and researchers to obtain state-of-the-art knowledge on specific
applications. The technique of solving problems in the transform domain is
common in applied mathematics and widely used in research and industry, but is
a somewhat neglected subject within the undergraduate curriculum. It is hoped
that faculty can use this book to create a course that can be offered early in
the curriculum and fill this void. Also, the book is intended to be used as a
reference manual for scientists who are engaged in image processing research,
developers of image processing hardware and software systems, and practising
engineers and scientists who use image processing as a tool in their
applications.