LIBERO WebOPAC Catalogue Display (W561)

Catalogue Information
Field name	Details
Dewey Class	515
Title	Mathematical Problems in Image Processing ([EBook] :) : Partial Differential Equations and the Calculus of Variations / / by Gilles Aubert, Pierre Kornprobst.
Author	Aubert, Gilles
Added Personal Name	Kornprobst, Pierre author.
Other name(s)	SpringerLink (Online service)
Publication	New York, NY : : Springer New York, , 2002.
Physical Details	XXV, 288 p. 129 illus. : online resource.
Series	Applied mathematical sciences 0066-5452 ; ; 147
ISBN	9780387217666
Summary Note	Partial differential equations and variational methods were introduced into image processing about 15 years ago, and intensive research has been carried out since then. The main goal of this work is to present the variety of image analysis applications and the precise mathematics involved. It is intended for two audiences. The first is the mathematical community, to show the contribution of mathematics to this domain and to highlight some unresolved theoretical questions. The second is the computer vision community, to present a clear, self-contained, and global overview of the mathematics involved in image processing problems. The book is divided into five main parts. Chapter 1 is a detailed overview. Chapter 2 describes and illustrates most of the mathematical notions found throughout the work. Chapters 3 and 4 examine how PDEs and variational methods can be successfully applied in image restoration and segmentation processes. Chapter 5, which is more applied, describes some challenging computer vision problems, such as sequence analysis or classification. This book will be useful to researchers and graduate students in mathematics and computer vision.:
Contents note	Guide to main mathematical concepts and their application -- Notations and symbols -- Mathematical preliminaries -- Image Restoration -- The Segmentation Problem -- Other Challenging Applications.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site	http://dx.doi.org/10.1007/b97428
Links to Related Works	Subject References: Analysis . Analysis (Mathematics) . Applications of Mathematics . Applied mathematics . Calculus of variations . Calculus of variations and optimal control; optimization . Computers . Computing Methodologies . Engineering mathematics . Image processing . Image Processing and Computer Vision . Mathematical analysis . Mathematics . System theory . Systems Theory, Control . Authors: Aubert, Gilles . Kornprobst, Pierre . Corporate Authors: SpringerLink (Online service) . Series: Applied mathematical sciences . Classification: 515 .

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Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations /

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