Introduction au traitement mathematique des images - methodes deterministes (French, Paperback, 2015 ed.)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Mathematiques et Applications, 76
Release date:	March 2015
First published:	2015
Authors:	Maitine Bergounioux
Dimensions:	235 x 155 x 14mm (L x W x T)
Format:	Paperback
Pages:	241
Edition:	2015 ed.
ISBN-13:	978-3-662-46538-7
Languages:	French
Categories:	Books > Computing & IT > Applications of computing > Computer modelling & simulation Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Differential equations Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Vector & tensor analysis Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
LSN:	3-662-46538-8
Barcode:	9783662465387

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