The methods of functional analysis have helped solve diverse real-world problems in optimization, modeling, analysis, numerical approximation, and computer simulation. Applied Functional Analysis presents functional analysis results surfacing repeat
Exceptionally comprehensive, this text covers both basic and advanced techniques in image processing and mathematical morphology. It goes beyond the technical to instruct readers on the fundamental theoretical framework required to understand as wel
This book presents the theory and application of new methods of image compression based on self-transformations of an image. These methods lead to a representation of an image as a fractal, an object with detail at all scales. Very practical and com
ContentsSection I FundamentalsChapter 1 Introduction1.1 Practical Needs for Image and Video Compression1.2 Feasibility of Image and Video Compression1.2.1 Statistical Redundancy1.2.2 Psychovisual Redundancy1.3 Visual Quality Measurement 1.3.1 Subjec
This textbook introduces sparse and redundant representations with a focus on applications in signal and image processing. The theoretical and numerical foundations are tackled before the applications are discussed. Mathematical modeling for signal
This book is a detailed descr iption of the basics of three-dimensional digital image processing. A 3D digital image (abbreviated as “3D image” below) is a digitalized representation of a 3D object or an entire 3D space, stored in a computer as a 3D
We describe a technique for image encoding in which local operators of many scales but identical shape serve as the basis functions. The representation differs from established techniques in that the code elements are localized in spatial frequency
paper extends to two dimensions the frame criterion developed by Daubechies for one-dimensional wavelets, and it computes the frame bounds for the particular case of 2D Gabor wavelets. Completeness criteria for 2D Gabor image representations are imp
Although it's true that image compression research is a mature field, continued improvements in computing power and image representation tools keep the field spry. Faster processors enable previously intractable compression algorithms and schemes, a
附件程序为图像稀疏表示的源代码，程序用matlab编写，能正常运行。
(Sparse representation of the image attachment program source code, programs written with matlab able to function properly.)
