SIAM Journal on Imaging Sciences
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Published By Society For Industrial And Applied Mathematics

1936-4954, 1936-4954
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scholarly journals Learnable Empirical Mode Decomposition based on Mathematical Morphology

2022 ◽  
Vol 15 (1) ◽  
pp. 23-44
Author(s):  
Santiago Velasco-Forero ◽  
R. Pagès ◽  
Jesus Angulo
Keyword(s):  
Empirical Mode Decomposition ◽  
Mathematical Morphology ◽  
Mode Decomposition

scholarly journals Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image

2022 ◽  
Vol 15 (1) ◽  
pp. 110-138
Author(s):  
Clémence Prévost ◽  
Ricardo A. Borsoi ◽  
Konstantin Usevich ◽  
David Brie ◽  
José C. M. Bermudez ◽  
...  
Keyword(s):  
Super Resolution ◽  
Spectral Variability ◽  
Resolution Image

scholarly journals The Linearized Hellinger--Kantorovich Distance

2022 ◽  
Vol 15 (1) ◽  
pp. 45-83
Author(s):  
Tianji Cai ◽  
Junyi Cheng ◽  
Bernhard Schmitzer ◽  
Matthew Thorpe
Keyword(s):  
Kantorovich Distance

Generalized Intersection Algorithms with Fixed Points for Image Decomposition Learning

2021 ◽  
Vol 14 (3) ◽  
pp. 1273-1305 ◽  
Author(s):  
Robin Richter ◽  
Duy H. Thai ◽  
Stephan Huckemann
Keyword(s):  
Fixed Points ◽  
Image Decomposition

scholarly journals A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization

2021 ◽  
Vol 14 (4) ◽  
pp. 1932-1970
Author(s):  
Derek Driggs ◽  
Junqi Tang ◽  
Jingwei Liang ◽  
Mike Davies ◽  
Carola-Bibiane Schönlieb
Keyword(s):  
Nonconvex Optimization ◽  
Alternating Minimization ◽  
Nonsmooth And Nonconvex Optimization

scholarly journals A Color Elastica Model for Vector-Valued Image Regularization

2021 ◽  
Vol 14 (2) ◽  
pp. 717-748
Author(s):  
Hao Liu ◽  
Xue-Cheng Tai ◽  
Ron Kimmel ◽  
Roland Glowinski
Keyword(s):  
Image Regularization ◽  
Vector Valued

scholarly journals A Direct Sampling Method for the Inversion of the Radon Transform

2021 ◽  
Vol 14 (3) ◽  
pp. 1004-1038
Author(s):  
Yat Tin Chow ◽  
Fuqun Han ◽  
Jun Zou
Keyword(s):  
Radon Transform ◽  
Sampling Method ◽  
Direct Sampling
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