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RestoreTools

swMATH ID: 4822
Software Authors: Nagy, James G.; Palmer, Katrina; Perrone, Lisa
Description: Iterative methods for image deblurring: A Matlab object-oriented approach. In iterative image restoration methods, implementation of efficient matrix vector multiplication, and linear system solves for preconditioners, can be a tedious and time consuming process. Different blurring functions and boundary conditions often require implementing different data structures and algorithms. A complex set of computational methods is needed, each likely having different input parameters and calling sequences. This paper describes a set of Matlab tools that hide these complicated implementation details. Combining the powerful scientific computing and graphics capabilities in Matlab, with the ability to do object-oriented programming and operator overloading, results in a set of classes that is easy to use, and easily extensible.
Homepage: http://www.mathcs.emory.edu/~nagy/RestoreTools/index.html
Dependencies: Matlab
Keywords: image restoration; ill-posed problem; regularization; Matlab; object-oriented programming; iterative methods; preconditioning; numerical examples
Related Software: Regularization tools; IR Tools; UTV; LSQR; CRAIG; Matlab; AIR tools; LSMR; NPtool; RecPF; GKB-FP; HyBR; ForWaRD; BSDS; NESTA; FFTW; mctoolbox; KELLEY; FUNFITS; BM3D
Cited in: 71 Documents
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Cited by 125 Authors

8 Donatelli, Marco
8 Lv, Xiaoguang
7 Nagy, James Gerard
6 Reichel, Lothar
5 Chung, Julianne M.
5 Huang, Ting-Zhu
5 Jia, Zhongxiao
5 Landi, Germana
4 Gazzola, Silvia
4 Kilmer, Misha Elena
4 Serra-Capizzano, Stefano
4 Zhao, Xile
3 Jiang, Le
3 Liu, Jun
3 Xu, Zongben
2 Bardsley, Johnathan M.
2 Calvetti, Daniela
2 de Sturler, Eric
2 di Serafino, Daniela
2 Hnětynková, Iveta
2 Huang, Jin
2 Huckle, Thomas Kilian
2 Jiang, Jiahua
2 Kubínová, Marie
2 Li, Fang
2 Loli Piccolomini, Elena
2 Ramlau, Ronny
2 Renaut, Rosemary Anne
2 Sabaté Landman, Malena
2 Shuibi, A.
2 Soodhalter, Kirk M.
1 Aeron, Shuchin
1 Aminikhah, Hossein
1 Ardestani, Vahid E.
1 Aricò, Antonio
1 Aykanat, Cevdet
1 Bakushinskĭ, Anatoliĭ Borisovich B.
1 Bastani, Mehdi
1 Becker, Jean-Marie
1 Bianchi, Davide
1 Borges, Leonardo Silveira
1 Cai, Yuantao
1 Christiansen, Martin Ravn
1 Cipolla, Stefano
1 Cui, Jingjing
1 Danelakis, Antonios
1 De Asmundis, Roberta
1 Deng, Liangjian
1 Denis, Loïc
1 Di Fiore, Carmine
1 Durastante, Fabio
1 Dykes, Laura
1 Estatico, Claudio
1 Fan, Hongtao
1 Fan, Ying Wai
1 Fung, Samy Wu
1 Golub, Gene Howard
1 Gu, Xian-Ming
1 Haber, Eldad
1 Hanke-Bourgeois, Martin
1 Hansen, Per Christian
1 Hayami, Ken
1 Hosseini, Seyed Mohammad
1 Huang, Jie
1 Huang, Zhengge
1 Hutterer, Victoria
1 Kernfeld, Eric
1 Kjeldsen, R. H.
1 Konovalov, Alexander B.
1 Kravtsenyuk, Olga V.
1 Kwon, Sunjoo
1 Liu, Hui
1 Lu, Quan
1 Lyubimov, Vladimir V.
1 Malas, Tahir
1 Martin, David R.
1 Martinelli, Andrea
1 Mazza, Mariarosa
1 Mead, Jodi L.
1 Merikoski, Jorma Kaarlo
1 Meurant, Gérard A.
1 Mitrouli, Marilena
1 Morigi, Serena
1 Mourya, Rahul
1 Newman, Elizabeth
1 Oh, Seyoung T.
1 O’Leary, Dianne P.
1 Palmer, Katrina
1 Pauca, V. Paul
1 Peng, Guohua
1 Perrone, Lisa
1 Pinar, Mustafa Çelebi
1 Piper, Jim
1 Plemmons, Robert James
1 Plešinger, Martin
1 Redivo-Zaglia, Michela
1 Rezghi, Mansoor
1 Rodriguez, Giuseppe
1 Ruthotto, Lars
1 Sedlacek, Matous
...and 25 more Authors

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