Hexagonal Grid and Wavelets in Image Processing

Hexagonal Grid and Wavelets in Image Processing
Author: Fayas Asharindavida
Publisher: LAP Lambert Academic Publishing
Total Pages: 88
Release: 2012-05
Genre:
ISBN: 9783659121555

Download Hexagonal Grid and Wavelets in Image Processing Book in PDF, Epub and Kindle

Image processing in hexagonal grid is very much advantageous than in the conventional rectangular grid. The advantages include higher angular resolution, consistent connectivity and higher sampling efficiency. A wide class of operations on images can be performed directly in the wavelet domain by operating on its coefficients of the images. Operating in wavelet domain enables to operate on different resolutions, manipulate features at different scales and localize the operation in both spatial and frequency domains. Many multiresolution image processing operations becomes faster and more efficient if it is done in wavelet domain. Hexagonal wavelet includes the advantages of the hexagonal grid along with the wavelets which will be very useful in multiresolution operations. A new method of designing hexagonal wavelets using lifting scheme in the spiral addressing scheme is proposed in this book. It is computationally efficient because they are not based on Fourier transforms, and could be performed in place.

Hexagonal Image Processing

Hexagonal Image Processing
Author: Lee Middleton
Publisher: Springer Science & Business Media
Total Pages: 280
Release: 2005-08-16
Genre: Technology & Engineering
ISBN: 9781852339142

Download Hexagonal Image Processing Book in PDF, Epub and Kindle

The sampling lattice used to digitize continuous image data is a signi?cant determinant of the quality of the resulting digital image, and therefore, of the e?cacy of its processing. The nature of sampling lattices is intimately tied to the tessellations of the underlying continuous image plane. To allow uniform sampling of arbitrary size images, the lattice needs to correspond to a regular - spatially repeatable - tessellation. Although drawings and paintings from many ancient civilisations made ample use of regular triangular, square and hexagonal tessellations, and Euler later proved that these three are indeed the only three regular planar tessellations possible, sampling along only the square lattice has found use in forming digital images. The reasons for these are varied, including extensibility to higher dimensions, but the literature on the rami?cations of this commitment to the square lattice for the dominant case of planar data is relatively limited. There seems to be neither a book nor a survey paper on the subject of alternatives. This book on hexagonal image processing is therefore quite appropriate. Lee Middleton and Jayanthi Sivaswamy well motivate the need for a c- certedstudyofhexagonallatticeandimageprocessingintermsoftheirknown uses in biological systems, as well as computational and other theoretical and practicaladvantagesthataccruefromthisapproach. Theypresentthestateof the art of hexagonal image processing and a comparative study of processing images sampled using hexagonal and square grids.

Hexagonal Image Processing

Hexagonal Image Processing
Author: Lee Middleton
Publisher: Springer Science & Business Media
Total Pages: 260
Release: 2005-12-28
Genre: Science
ISBN: 1846282039

Download Hexagonal Image Processing Book in PDF, Epub and Kindle

The sampling lattice used to digitize continuous image data is a signi?cant determinant of the quality of the resulting digital image, and therefore, of the e?cacy of its processing. The nature of sampling lattices is intimately tied to the tessellations of the underlying continuous image plane. To allow uniform sampling of arbitrary size images, the lattice needs to correspond to a regular - spatially repeatable - tessellation. Although drawings and paintings from many ancient civilisations made ample use of regular triangular, square and hexagonal tessellations, and Euler later proved that these three are indeed the only three regular planar tessellations possible, sampling along only the square lattice has found use in forming digital images. The reasons for these are varied, including extensibility to higher dimensions, but the literature on the rami?cations of this commitment to the square lattice for the dominant case of planar data is relatively limited. There seems to be neither a book nor a survey paper on the subject of alternatives. This book on hexagonal image processing is therefore quite appropriate. Lee Middleton and Jayanthi Sivaswamy well motivate the need for a c- certedstudyofhexagonallatticeandimageprocessingintermsoftheirknown uses in biological systems, as well as computational and other theoretical and practicaladvantagesthataccruefromthisapproach. Theypresentthestateof the art of hexagonal image processing and a comparative study of processing images sampled using hexagonal and square grids.

Hexagonal Image Processing

Hexagonal Image Processing
Author: Lee Jay Middleton
Publisher:
Total Pages: 239
Release: 2003
Genre: Image processing
ISBN:

Download Hexagonal Image Processing Book in PDF, Epub and Kindle

Wavelet Analysis and Applications

Wavelet Analysis and Applications
Author: Tao Qian
Publisher: Springer Science & Business Media
Total Pages: 567
Release: 2007-02-24
Genre: Mathematics
ISBN: 376437778X

Download Wavelet Analysis and Applications Book in PDF, Epub and Kindle

This volume reflects the latest developments in the area of wavelet analysis and its applications. Since the cornerstone lecture of Yves Meyer presented at the ICM 1990 in Kyoto, to some extent, wavelet analysis has often been said to be mainly an applied area. However, a significant percentage of contributions now are connected to theoretical mathematical areas, and the concept of wavelets continuously stretches across various disciplines of mathematics. Key topics: Approximation and Fourier Analysis Construction of Wavelets and Frame Theory Fractal and Multifractal Theory Wavelets in Numerical Analysis Time-Frequency Analysis Adaptive Representation of Nonlinear and Non-stationary Signals Applications, particularly in image processing Through the broad spectrum, ranging from pure and applied mathematics to real applications, the book will be most useful for researchers, engineers and developers alike.

Wavelet Analysis with Applications to Image Processing

Wavelet Analysis with Applications to Image Processing
Author: Lakshman Prasad
Publisher: CRC Press
Total Pages: 296
Release: 2020-01-29
Genre: Mathematics
ISBN: 1000714160

Download Wavelet Analysis with Applications to Image Processing Book in PDF, Epub and Kindle

Wavelet analysis is among the newest additions to the arsenals of mathematicians, scientists, and engineers, and offers common solutions to diverse problems. However, students and professionals in some areas of engineering and science, intimidated by the mathematical background necessary to explore this subject, have been unable to use this powerful tool. The first book on the topic for readers with minimal mathematical backgrounds, Wavelet Analysis with Applications to Image Processing provides a thorough introduction to wavelets with applications in image processing. Unlike most other works on this subject, which are often collections of papers or research advances, this book offers students and researchers without an extensive math background a step-by-step introduction to the power of wavelet transforms and applications to image processing. The first four chapters introduce the basic topics of analysis that are vital to understanding the mathematics of wavelet transforms. Subsequent chapters build on the information presented earlier to cover the major themes of wavelet analysis and its applications to image processing. This is an ideal introduction to the subject for students, and a valuable reference guide for professionals working in image processing.

Advances in Imaging and Electron Physics

Advances in Imaging and Electron Physics
Author:
Publisher: Elsevier
Total Pages: 347
Release: 2001-10-18
Genre: Technology & Engineering
ISBN: 0080522238

Download Advances in Imaging and Electron Physics Book in PDF, Epub and Kindle

Advances in Imaging and Electron Physics merges two long-running serials-Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science and digital image processing, electromagnetic wave propagation, electron microscopy, and the computing methods used in all these domains.

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Author: Aijun An
Publisher: Springer Science & Business Media
Total Pages: 598
Release: 2007-04-27
Genre: Computers
ISBN: 3540725296

Download Rough Sets, Fuzzy Sets, Data Mining and Granular Computing Book in PDF, Epub and Kindle

This book constitutes the refereed proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2007, held in Toronto, Canada in May 2007 in conjunction with the Second International Conference on Rough Sets and Knowledge Technology, RSKT 2007, both as part of the Joint Rough Set Symposium, JRS 2007.

Bio-Inspired Computing for Image and Video Processing

Bio-Inspired Computing for Image and Video Processing
Author: D. P. Acharjya
Publisher: CRC Press
Total Pages: 375
Release: 2018-01-02
Genre: Computers
ISBN: 1351649833

Download Bio-Inspired Computing for Image and Video Processing Book in PDF, Epub and Kindle

In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach that often involves the method of specifying a set of simple rules, a set of simple organisms which adhere to those rules, and of iteratively applying those rules. Bio-Inspired Computing for Image and Video Processing covers interesting and challenging new theories in image and video processing. It addresses the growing demand for image and video processing in diverse application areas, such as secured biomedical imaging, biometrics, remote sensing, texture understanding, pattern recognition, content-based image retrieval, and more. This book is perfect for students following this topic at both undergraduate and postgraduate level. It will also prove indispensable to researchers who have an interest in image processing using bio-inspired computing.