
Document Analysis And Recognition With Wavelet And Fractal Theories
Yuan Yan Tang(Author)
World Scientific Publishing Co Pte Ltd
Published on 26. March 2012
Book
Hardback
372 pages
978-981-4401-00-5 (ISBN)
Description
Many phenomena around the research in document analysis and understanding are much better described through the powerful multiscale signal representations than by traditional ways.From this perspective, the recent emergence of powerful multiscale signal representations in general and fractal/wavelet basis representations in particular, has been particularly timely. Indeed, out of these theories arise highly natural and extremely useful representations for a variety of important phenomena in document analysis and understanding.This book presents both the development of these new approaches as well as their application to a number of fundamental problems of interest to scientists and engineers in document analysis and understanding.
More details
Series
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Professionals, researchers, academics and graduate students in pattern/recognition/image analysis, machine perception/computer vision, and electrical & electronic engineering.
Dimensions
Height: 235 mm
Width: 157 mm
Thickness: 25 mm
Weight
692 gr
ISBN-13
978-981-4401-00-5 (9789814401005)
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Schweitzer Classification
Person
Content
Basic Concepts of Document Analysis and Understanding; Basic Knowledge of Fractal Geometry and Wavelet Analysis; Document Analysis by Fractal Dimensions; Text Extraction by Wavelet Decomposition; Rotation Invariant by Fractal; Wavelet-Based Approach to Script Identification; Fractal-Based Method for Script Identification; Hidden Markov Model (WD-HMM) in Wavelet Domain for Writer Identification.