Improving DCE-MRI through Unfolded Low-Rank + Sparse Optimisation

Συγγραφείς: Mokry, Ondrej, Vitous, Jiri, Rajmic, Pavel, Jirik, Radovan

Πηγή: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Unfolded Low-rank + Sparse Reconstruction for MRI

Συγγραφείς: Mokrý, Ondřej, Vitouš, Jiří

Πηγή: Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers.. :271-275

Θεματικοί όροι: 03 medical and health sciences, 0302 clinical medicine, DCE-MRI, proximal splitting algorithms, deep unfolding, L+S model, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Περιγραφή αρχείου: text; application/pdf

Σύνδεσμος πρόσβασης: http://hdl.handle.net/11012/208650

Group-sparse matrix recovery

Συγγραφείς: Zeng, Xiangrong, Figueiredo, Mario A. T.

Πηγή: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on. :7153-7157 May, 2014

Relation: ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

The Proximal Alternating Direction Method of Multipliers in the Nonconvex Setting: Convergence Analysis and Rates: Convergence analysis and rates

Συγγραφείς: Radu Ioan Boţ, Dang-Khoa Nguyen

Πηγή: Mathematics of Operations Research. 45:682-712

Θεματικοί όροι: 101016 Optimisation, NONSMOOTH, 0211 other engineering and technologies, Convergence rates, 02 engineering and technology, proximal splitting algorithms, convergence analysis, SPLITTING ALGORITHM, 47H05, 65K05, 90C26, Convergence analysis, Kurdyka-Lojasiewicz property, FOS: Mathematics, Mathematics - Numerical Analysis, Lojasiewicz exponent, Mathematics - Optimization and Control, Proximal splitting algorithms, SUM, alternating direction method of multipliers, Variable metric, Numerical Analysis (math.NA), Kurdyka-Łojasiewicz property, Łojasiewicz exponent, Alternating direction method of multipliers, nonconvex complexly structured optimization problems, variable metric, Optimization and Control (math.OC), convergence rates, MINIMIZATION, POINTS, 101016 Optimierung, Nonconvex complexly structured optimization problems

Σύνδεσμος πρόσβασης: http://arxiv.org/pdf/1801.01994
http://arxiv.org/abs/1801.01994
https://ucrisportal.univie.ac.at/de/publications/e526ce94-59b7-48e9-9406-221df3dcb56a
https://doi.org/10.1287/moor.2019.1008
https://pubsonline.informs.org/doi/10.1287/moor.2019.1008
https://dblp.uni-trier.de/db/journals/mor/mor45.html#BotN20
https://ideas.repec.org/a/inm/ormoor/v45y2020i2p682-712.html
http://ui.adsabs.harvard.edu/abs/2018arXiv180101994I/abstract

Decreasing Weighted Sorted ${\ell_1}$ Regularization

Συγγραφείς: Zeng, X., Figueiredo, M. A. T.

Πηγή: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 21(10):1240-1244 Oct, 2014

Hierarchical Convex Optimization by the Hybrid Steepest Descent Method with Proximal Splitting Operators—Enhancements of SVM and Lasso

Συγγραφείς: Yamada, Isao^Aff4, Yamagishi, Masao^Aff4

Συνεισφορές: Bauschke, Heinz H., editor^Aff1, Burachik, Regina S., editor^Aff2, Luke, D. Russell, editor^Aff3

Πηγή: Splitting Algorithms, Modern Operator Theory, and Applications. :413-489

Sparse Signal Recovery Using Iterative Proximal Projection

Συγγραφείς: Ghayem, F., Sadeghi, M., Babaie-Zadeh, M., Chatterjee, S., Skoglund, M., Jutten, C.

Πηγή: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 66(4):879-894 Feb, 2018

Solving OSCAR regularization problems by fast approximate proximal splitting algorithms

Συγγραφείς: Zeng, Xiangrong ^{a, b, ⁎}, Figueiredo, Mário A.T. ^{a, ⁎⁎}

Πηγή: In Digital Signal Processing August 2014 31:124-135

Unfolded Low-rank + Sparse Reconstruction for MRI

Όροι ευρετηρίου: DCE-MRI, proximal splitting algorithms, deep unfolding, L+S model

Σύνδεσμος: http://hdl.handle.net/11012/208650
https://conf.feec.vutbr.cz/eeict/index/pages/view/ke_stazeni
Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers
https://conf.feec.vutbr.cz/eeict/index/pages/view/ke_stazeni

Unfolded Low-rank + Sparse Reconstruction for MRI

Όροι ευρετηρίου: DCE-MRI, proximal splitting algorithms, deep unfolding, L+S model

Σύνδεσμος: http://hdl.handle.net/11012/208650
https://conf.feec.vutbr.cz/eeict/index/pages/view/ke_stazeni
Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers
https://conf.feec.vutbr.cz/eeict/index/pages/view/ke_stazeni

Unfolded Low-rank + Sparse Reconstruction for MRI

Όροι ευρετηρίου: DCE-MRI, proximal splitting algorithms, deep unfolding, L+S model

Σύνδεσμος: http://hdl.handle.net/11012/208650
https://conf.feec.vutbr.cz/eeict/index/pages/view/ke_stazeni
Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers
https://conf.feec.vutbr.cz/eeict/index/pages/view/ke_stazeni

Sparse Signal Recovery Using Iterative Proximal Projection

Συγγραφείς: Ghayem, Fateme, Sadeghi, Mostafa, Babaie-Zadeh, Massoud, Chatterjee, Saikat, Skoglund, Mikael, Jutten, Christian

Όροι ευρετηρίου: Sparse signal recovery, compressed sensing, SL0, proximal splitting algorithms, iterative sparsification-projection, Other Electrical Engineering, Electronic Engineering, Information Engineering, Annan elektroteknik och elektronik, Article in journal, info:eu-repo/semantics/article, text

Σύνδεσμος: http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-223260
IEEE Transactions on Signal Processing, 1053-587X, 2018, 66:4, s. 879-894