1. Digital Image Processing with C++ : Implementing Reference Algorithms with the CImg Library
- Author
-
David Tschumperle, Christophe Tilmant, Vincent Barra, David Tschumperle, Christophe Tilmant, and Vincent Barra
- Subjects
- Libraries (Computer program subroutines), Image processing--Digital techniques--Computer programs, C++ (Computer program language)
- Abstract
Digital Image Processing with C++: Implementing Reference Algorithms with the CImg Library presents the theory of digital image processing and implementations of algorithms using a dedicated library. Processing a digital image means transforming its content (denoising, stylizing, etc.), or extracting information to solve a given problem (object recognition, measurement, motion estimation, etc.). This book presents the mathematical theories underlying digital image processing, as well as their practical implementation through examples of algorithms implemented in the C++ language using the free and easy-to-use CImg library.Chapters cover the field of digital image processing in a broad way and propose practical and functional implementations of each method theoretically described. The main topics covered include filtering in spatial and frequency domains, mathematical morphology, feature extraction and applications to segmentation, motion estimation, multispectral image processing and 3D visualization.Students or developers wishing to discover or specialize in this discipline and teachers and researchers hoping to quickly prototype new algorithms or develop courses will all find in this book material to discover image processing or deepen their knowledge in this field.
- Published
- 2023