This book addresses the mathematical aspects of modern image
processing methods, with a special emphasis on the underlying ideas
and concepts. It discusses a range of modern mathematical methods
used to accomplish basic imaging tasks such as denoising,
deblurring, enhancing, edge detection and inpainting. In addition
to elementary methods like point operations, linear and
morphological methods, and methods based on multiscale
representations, the book... more...