Cover Image

Variational Methods in Image Processing.

Show other versions (3)

Variational methods have proven to be powerful techniques for solving many image processing tasks. Balancing theory with practical approaches, this book covers a wide range of variational methods and their applications. The first part of the text focuses on image restoration, covering such topics as...

Full description

Bibliographic Details
Main Author: Vese, Luminita A. (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton : Abingdon : Chapman and Hall/CRC [Imprint] CRC Press LLC Taylor and Francis Group [distributor] Nov. 2015
Series:Chapman and Hall/CRC Mathematical and Computational Imaging Sciences Ser.
Subjects:
Image processing > Digital techniques.
Traitement d'images > Techniques numériques.
digital imaging.
COMPUTERS > Computer Graphics.
MATHEMATICS > Graphic Methods.
COMPUTERS > General.
Image processing > Digital techniques
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary:Variational methods have proven to be powerful techniques for solving many image processing tasks. Balancing theory with practical approaches, this book covers a wide range of variational methods and their applications. The first part of the text focuses on image restoration, covering such topics as regularization, minimization, and nonlocal and higher-order variational methods. The second part addresses image segmentation, including the Mumford and Shah segmentation problem. The final section discusses varational image processing on manifolds. An accompanying CD-ROM includes MATLAB(R) code and color figures.
Physical Description:1 online resource
Bibliography:Includes bibliographical references (pages 353-379) and index.
ISBN:9781439849743
1439849749
0429109946
9780429109942
1439849730
9781439849736