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Introduction au traitement mathematique des images - methodes deterministes Maitine Bergounioux

Introduction au traitement mathematique des images - methodes deterministes By Maitine Bergounioux

Introduction au traitement mathematique des images - methodes deterministes by Maitine Bergounioux


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Summary


Cet ouvrage s'adresse a des etudiants de MASTER, eleves-ingenieurs ou chercheurs desireux de comprendre ou d'approfondir les techniques mathematiques de base en traitement et analyse d'image.

This course is an introduction to deterministic mathematical image processing.

Introduction au traitement mathematique des images - methodes deterministes Summary

Introduction au traitement mathematique des images - methodes deterministes by Maitine Bergounioux

Ce cours est une introduction au traitement d'image mathematique deterministe. Les principales problematiques en traitement et analyse d'image y sont presentees: debruitage/filtrage/restauration, segmentation, rehaussement/defloutage, ainsi qu'un apercu de quelques techniques d'acquisition. Les methodes mathematiques utilisees ont essentiellement deterministes : transformation de Fourier, ondelettes, equations aux derivees partielles, morphologie mathematique et methodes variationnelles. Quelques applications y sont brievement presentees pour illustrer le propos : la steganographie, la compression et l'inpainting (ou desocclusion). Le livre comprend egalement un rappel des principales notions mathematiques utilisees (il se veut auto-suffisant) et la bibliographie abondante doit permettre au lecteur d'approfondir les techniques qui l'interessent.
Cet ouvrage s'adresse a des etudiants de MASTER, eleves-ingenieurs ou chercheurs desireux de comprendre ou d'approfondir les techniques mathematiques de base en traitement et analyse d'image.

This course is an introduction to deterministic mathematical image processing. The main issues in processing and image analysis are presented: denoising, filtering, restoration, segmentation, enhancement and deblurring.There is also an overview of some acquisition techniques. Mathematical methods are essentially deterministic: Fourier transform, wavelets, partial differential equations, mathematical morphology and variational methods. Some applications are briefly presented to illustrate the topic, such as steganography, compression and inpainting. This self-contained book also includes a recap of the basic mathematical concepts used, and the extensive bibliography will enable readers to develop their skills.

This book is intended for masters students, engineering students and researchers wanting to comprehend or deepen their understanding of thebasic mathematical techniques in processing and image analysis.

Introduction au traitement mathematique des images - methodes deterministes Reviews

As a textbook, this work is organized as an introductory course on mathematical treatment of images. The methods described are both deterministic and probability-statistics. ... The book is intended for master and engineering students, as well as researchers wanting to comprehend or deepen their background and understanding of the basic mathematical techniques in processing and image analysis. (Constantin Popa, zbMATH 1334.94001, 2016)

Table of Contents

Introduction.- Traitement ponctuel des images numeriques.- Debruitage par fitrage lineaire.- Debruitage par methodes non lineaires.- Segmentation.- Morphologie mathematique.- Applications.- Quelques outils mathematiques.- Recapitulatif des differents procedes de traitement.- Litterature.- Index.

Additional information

NLS9783662465387
9783662465387
3662465388
Introduction au traitement mathematique des images - methodes deterministes by Maitine Bergounioux
New
Paperback
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
2015-03-19
241
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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