Geometrical Multiresolution Adaptive Transforms Theory and Applications /

• Main Author: Lisowska, Agnieszka (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Studies in Computational Intelligence, 545
• Subjects: Computer science.; Computer science > Mathematics.; Image processing.; Computer mathematics.; Computer Science.; Image Processing and Computer Vision.; Math Applications in Computer Science.; Mathematical Applications in Computer Science.

Modern image processing techniques are based on multiresolution geometrical methods of image representation. These methods are efficient in sparse approximation of digital images. There is a wide family of functions called simply ‘X-lets’, and these methods can be divided into two groups: the adapti...

Table of Contents:

• Introduction
• Smoothlets
• Multismoothlets
• Moments-Based Multismoothlet Transform
• Image Compression
• Image Denoising
• Edge Detection
• Summary.