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Book Image Processing And Analysis Variational, Pde, Wavelet And Stochastic Methods

Posted at: Offers to Sell and Export | Posted on: Mon 07 Jun, 2010 1:35 am | Product Category: Reference books [3760]
book image processing analysis variational pde wavelet stochastic methods
Products Photos CatalogBook Image Processing Photos Catalog

Image Processing and Analysis Variational, PDE, Wavelet and Stochastic Methods, by Tony F.Chan, English,

Hardcover, 2009

Product Details

Author Tony F.Chan

Press Science Press

Isbn 7030234855/9787030234858

Publication Date Jan 2009

Pages 400

Size 16K

Edition First

Cover Hardcover

Language English

Page material gelatine plate paper

Product Description:

Image Processing and Analysis: Variational, PDE, Wavelet, andStochastic Methods is systematic and well organized, The authorsfirst investigate the geometric, functional, and atomic structures ofimages and then rigorously develop and analyze several imageprocessors. The book is comprehensive and integrative, covering thefour most powerful classes of mathematical tools in contemporaryimage analysis and processing while exploring their intrinsicconnections and integration. The material is balanced in theory andcomputation, following a solid theoretical analysis of model buildingand performance with computational implementation and numericalexamples.

This book is written for graduate students and researchers inapplied mathematics, computer science, electrical engineering, andother disciplines who are interested in problems in imaging andcomputer vision. It can be used as a reference by scientists withspecific tasks in image processing, as well as by researchers with ageneral interest in finding out about the latest advances.


List of Figures


1 Introduction

1.1 Dawning of the Era of Imaging Sciences

1.1.1 Image Acquisition

1.1.2 Image Processing

1.1.3 Image Interpretation and Visual Intelligence

1.2 Image Processing by Examples

1.2.1 Image Contrast Enhancement

1.2.2 Image Denoisirg

1.2.3 Image Deblurring

1.2.4 Image Inpainting

1.2.5 Image Segmentation

1.3 An Overview of Methodologies in Image Processing

1.3.1 Morphological Approach

1.3.2 Fourier and Spectral Analysis

1.3.3 Wavelet and Space-Scale Analysis

1.3.4 Stochastic Modeling

1.3.5 Variaticnal Methods

1.3.7 Different Approaches Are Intrinsically Interconnected

1.4 Organization of the Book

1.5 How to Read the Bcok

2 Some Modern Image Analysis Tools

3 Image Modeling and Representation

4 Image Denoising

5 Image Deblurring

6 Image Inpainting

7 Image Segmentation



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