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SPIRAL

swMATH ID:	18399
Software Authors:	Z. T. Harmany, R. F. Marcia, R. M. Willett
Description:	The Sparse Poisson Intensity Reconstruction ALgorithms (SPIRAL) toolbox, SPIRALTAP, is MATLAB code for recovering sparse signals from Poisson observations. SPIRAL minimizes a regularized negative log-likelihood objective function with various penalty choices for the regularization terms:
Homepage:	http://drz.ac/code/spiraltap/
Related Software:	UNLocBoX; iPiano; BM3D; FTVd; RecPF; DeepRED; PRMLT; DnCNN; BUQO; BSDS; BayesDA; GMRFLib; DiSCO; glasso; SDPT3; RestoreTools; PDCO; CVX; BrainWeb; L-BFGS
Cited in:	25 Publications

all top 5

4	Bonettini, Silvia
4	Rebegoldi, Simone
3	Porta, Federica
3	Prato, Marco
2	Cevher, Volkan
2	Harmany, Zachary T.
2	Ruggiero, Valeria
2	Tran Dinh Quoc
2	Willett, Rebecca M.
1	Adam, Tarmizi
1	Altmann, Yoann
1	Anthoine, Sandrine
1	Aujol, Jean-François
1	Bohra, Pakshal
1	Boursier, Yannick
1	Brady, David J.
1	Brinkmann, Eva-Maria
1	Burger, Martin
1	Calatroni, Luca
1	Calderbank, Arthur Robert
1	Carin, Lawrence
1	Chan, Raymond Hon-Fu
1	Chan, Tony Fan-Cheong
1	Chen, Yunjin
1	Costa, Eduardo Fontoura
1	De Canditiis, Daniela
1	de Oliveira, Rafael Massambone
1	Deledalle, Charles-Alban
1	di Serafino, Daniela
1	Feng, Wensen
1	Feng, Xiangchu
1	Garg, Deepak
1	Greenberg, Joel
1	Gurumoorthy, Karthik S.
1	Harchaoui, Zaid
1	He, Niao
1	Helou, Elias Salomão
1	Huang, Jiaji
1	Krishnamurthy, Kalyani
1	Kyrillidis, Anastasios
1	Landi, Germana
1	Loris, Ignace
1	Lu, Yujie
1	Marcia, Roummel F.
1	McLaughlin, Stephen
1	Mélot, Clothilde
1	Necoara, Ion
1	Nikolova, Mila
1	Paramesran, Raveendran
1	Pensky, Marianna
1	Plemmons, Robert James
1	Prasad, Sudhakar
1	Qiao, Hong
1	Rajwade, Ajit
1	Rasch, Julian
1	Ratnavelu, Kuru
1	Rodrigues, Miguel R. D.
1	Salmon, Joseph
1	Song, Le
1	Sun, Tianxiao
1	Viola, Marco
1	Wang, Chao
1	Wang, Liming
1	Wang, Weiwei
1	Wang, Xudong
1	Wang, Yichen
1	Yao, Dan
1	Yuan, Xin
1	Zanni, Luca
1	Zhang, Wenjuan
1	Zhang, Xiaoqun

all top 5

4	SIAM Journal on Imaging Sciences
3	Inverse Problems
3	Applied Mathematics and Computation
2	Journal of Scientific Computing
2	SIAM Journal on Optimization
2	Computational Optimization and Applications
2	SIAM Journal on Scientific Computing
1	Applied Mathematics and Optimization
1	Journal of Mathematical Imaging and Vision
1	Computational and Applied Mathematics
1	IEEE Transactions on Image Processing
1	Journal of Machine Learning Research (JMLR)
1	Inverse Problems and Imaging
1	Electronic Journal of Statistics

all top 5

16	Operations research, mathematical programming (90-XX)
14	Numerical analysis (65-XX)
12	Information and communication theory, circuits (94-XX)
6	Statistics (62-XX)
5	Computer science (68-XX)
4	Biology and other natural sciences (92-XX)
2	Probability theory and stochastic processes (60-XX)
1	Operator theory (47-XX)
1	Calculus of variations and optimal control; optimization (49-XX)