This book contains a detailed mathematical analysis of the variational approach to image restoration based on the minimization of the total variation submitted to the constraints given by the image acquisition model. This model, initially introduced by Rudin, Osher, and Fatemi, had a strong influence in the development of variational methods for image denoising and restoration, and pioneered the use of the BV model in image processing. After a full analysis of the model, the minimizing total variation flow is studied under different boundary conditions, and its main qualitative properties are exhibited. In particular, several explicit solutions of the denoising problem are computed.
Or split into 4x interest-free payments of 25% on orders over R50
Learn more
This book contains a detailed mathematical analysis of the variational approach to image restoration based on the minimization of the total variation submitted to the constraints given by the image acquisition model. This model, initially introduced by Rudin, Osher, and Fatemi, had a strong influence in the development of variational methods for image denoising and restoration, and pioneered the use of the BV model in image processing. After a full analysis of the model, the minimizing total variation flow is studied under different boundary conditions, and its main qualitative properties are exhibited. In particular, several explicit solutions of the denoising problem are computed.
Imprint | Birkhauser Verlag AG |
Country of origin | Switzerland |
Series | Progress in Mathematics, 223 |
Release date | 2004 |
Availability | Expected to ship within 10 - 15 working days |
First published | 2004 |
Authors | Fuensanta Andreu-Vaillo, Vicent Caselles, Jose M. Mazon |
Dimensions | 235 x 155 x 20mm (L x W x T) |
Format | Hardcover |
Pages | 342 |
Edition | 2004 ed. |
ISBN-13 | 978-3-7643-6619-3 |
Barcode | 9783764366193 |
Categories | |
LSN | 3-7643-6619-2 |