Alireza Hosseini

Journal Paper

1. "Enhancing image restoration using a discrete variational model with triangular mesh-based TV"
   Behnaz Banaye Zirakkar, Alireza Hosseini
   NUMERICAL ALGORITHMS, Vol. 102, No 2, pp.1207-1235, 2025
2. "An alternative approach to inverse $$\mathcal {Z}$$-transform of rational functions"
   MohammadJavad Vaez, Alireza Hosseini, Kamal Jamshidi
   JOURNAL OF ENGINEERING MATHEMATICS, Vol. 151, No 1, 2025
3. "A Second-Order TGV Discretization with $$90^{^{\circ }}$$ Rotational Invariance Property"
   Alireza Hosseini, Kristian Bredies
   JOURNAL OF MATHEMATICAL IMAGING AND VISION, Vol. 67, No 2, 2025
4. "Existence, uniqueness, and numerical approximation of solutions of a nonlinear functional integral equation"
   Sohrab Bazm, Alireza Hosseini, Juarez S. Azevedo, fatemeh Pahlevani
   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, Vol. 439, No 115602, 2024
5. "The Second-Order Shannon Total Generalized Variation for Image Restoration"
   Alireza Hosseini, Sohrab Bazm
   SIGNAL PROCESSING, Vol. 204, No 108848, 2022
6. "Image denoising via a new hybrid TGV model based on Shannon interpolation"
   Elaheh Tavakkol, سید محمد حسینی, Alireza Hosseini
   Iranian Journal of Numerical Analysis and Optimization, pp.1-26, 2022
7. "Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty"
   Zohreh Aminifard, Alireza Hosseini, Saman Babaei-Kafaki
   SIGNAL PROCESSING, Vol. 193, 2022
8. "A four directions variational method for solving image processing problems"
   Alireza Hosseini, Erfan Ebrahim esfahani
   Iranian Journal of Numerical Analysis and Optimization, Vol. 10, No 2, pp.87-104, 2020
9. "Compressed MRI reconstruction exploiting a rotation-invariant total variation discretization"
   Erfan Ebrahim esfahani, Alireza Hosseini
   MAGNETIC RESONANCE IMAGING, Vol. 71, No 71, pp.80-92, 2020
10. "THE ALTERNATIVE LEGENDRE TAU METHOD FOR SOLVING NONLINEAR MULTI-ORDER FRACTIONAL DIFFERENTIAL EQUATIONS"
    Sohrab Bazm, Alireza Hosseini
    Journal of Applied Analysis and Computation, Vol. 10, No 2, pp.442-456, 2020
11. "A new regularization term based on second order total generalized variation for image processing problems"
    Elaheh Tavakkol, Seyyed Mohammad Hosseini, Alireza Hosseini
    Iranian Journal of Numerical Analysis and Optimization, Vol. 9, No 2, pp.141-163, 2019
12. "New discretization of total variation functional for image processing tasks"
    Alireza Hosseini
    SIGNAL PROCESSING-IMAGE COMMUNICATION, Vol. 78, pp.62-76, 2019
13. "An Efficient Numerical Method Based on Variational Iteration Method for Solving the Kuramoto-Sivashinsky Equations"
    Alireza Hosseini
    Boletim da Sociedade Paranaense de Matemática, pp.1-10, 2018
14. "A projection type steepest descent neural network for solving a class of nonsmooth optimization problems"
    Mohammad Javad Ebadi, Alireza Hosseini, Mohammad Mahdi Hosseini
    NEUROCOMPUTING, Vol. 235, No 235, pp.164-181, 2017
15. "Numerical solution of nonlinear integral equations using alternative Legendre polynomials"
    Sohrab Bazm, Alireza Hosseini
    Journal of Applied Mathematics and Computing, Vol. DOI: 10.1007/s12190-016-1060-5, 2016
16. "A non-penalty recurrent neural network for solving a class of constrained optimization problems"
    Alireza Hosseini
    NEURAL NETWORKS, Vol. 73, No 73, pp.10-25, 2016
17. "A differential inclusion-based approach for solving nonsmooth convex optimization problems"
    Alireza Hosseini, Seyyed Mohammad Hosseini, Majid Soleimani-damaneh
    Optimization, Vol. 62, No 9, pp.1203-1226, 2013
18. "A recurrent neural network for solving a class of generalized convex optimization problems"
    Alireza Hosseini, Jun Wang, Seyyed Mohammad Hosseini
    NEURAL NETWORKS, Vol. 44, No 44, pp.78-86, 2013
19. "A New Steepest Descent Differential Inclusion-Based Method for Solving General Nonsmooth Convex Optimization Problems"
    Alireza Hosseini, Seyyed Mohammad Hosseini
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, Vol. 159, No 3, pp.698-720, 2013
20. "Numerical solution of nonlinear Volterra-Fredholm integral equations of the first kind using alternative Legendre polynomials"
    Sohrab Bazm, Alireza Hosseini
    Journal of Mathematical Researchs, Vol. 7, No 3, pp.443-466, 2021
21. "Comparison of Primitive-Dual and Split Bergman Numerical Algorithms in Image Processing"
    Mohammad Bagher Asadi, Alireza Hosseini
    Computing Science Journal, Vol. 22, No 1, pp.2-8, 2021

Conference Paper

1. "A FOURIER-INTERPOLATED SECOND-ORDER TOTAL GENERALIZED VARIATION MODEL FOR ARTIFACT-RESISTANT IMAGE RECONSTRUCTION"
   Alireza Hosseini
   17th INTERNATIONAL MARDIN ARTUKLU SCIENTIFIC RESEARCHES CONFERENCE, 2026
2. "A GEOMETRY-AWARE TRIANGULAR MESH APPROACH TO TOTAL VARIATION FOR IMAGE RESTORATION"
   Alireza Hosseini
   17th INTERNATIONAL MARDIN ARTUKLU SCIENTIFIC RESEARCHES CONFERENCE, 2026
3. "Model-Based versus Data-Driven Models in Image Processing"
   Alireza Hosseini
   KARADENIZ 18th INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, 2025
4. "Model-Based Image Processing: Variational Advances"
   Alireza Hosseini
   KARADENIZ 18th INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, 2025
5. "A PENALTY-BASED NEURAL NETWORK MODEL FOR SOLVING NONSMOOTH OPTIMIZATION PROBLEMS"
   Alireza Hosseini
   AICHEAS 3RD INTERNATIONAL CONFERENCE ON HEALTH, ENGINEERING AND APPLIED SCIENCES, 2024
6. "SIGNAL RECONSTRUCTION USING NONCONVEX PENALTY FUNCTIONS"
   Alireza Hosseini
   AICHEAS 3RD INTERNATIONAL CONFERENCE ON HEALTH, ENGINEERING AND APPLIED SCIENCES, 2024
7. "AN ANALOG CIRCUIT MODEL FOR SOLVING A CLASS OF NONSMOOTH OPTIMIZATION PROBLEMS"
   Alireza Hosseini
   BALKAN 10th INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, 2024
8. "A VARIATIONAL APPROACH BASED INTERPOLATION FOR IMAGE DEBLURRING AND DENOISING"
   Alireza Hosseini
   Conference on Global Practice of Multidisciplinary Scientific Studies-V, 2023
9. "A hybrid proximal generalized conditional gradient method and application to total variation parameter learning"
   Enis Chencheneh, Alireza Hosseini, Kristian Bredies
   2023 European Control Conference (ECC), 2023
10. "SOLVING NONSMOOTH OPTIMIZATION PROBLEMS VIA CIRCUIT MODELS BASED ON RECURRENT NEURAL NETWORKS"
    Alireza Hosseini
    1st INTERNATIONAL CONFERENCE OF PHYSICS, 2021
11. "OPTIMIZATION MODELS FOR INVERSE PROBLEMS IN IMAGE PROCESSING"
    Alireza Hosseini
    1st INTERNATIONAL CONFERENCE OF PHYSICS, 2021
12. "Face Recognition Using Ordinary and Higher-Order Singular Value Decomposition Classifier: A Comparison Study"
    Hamid Salimi, Seyed Morteza Amini, Alireza Hosseini
    The 51th Annual Iranian Mathematics Conference, 2021
13. "A DESCENT APPROACH WITHOUT USING UNKNOWN PARAMETERS FOR SOLVING NONSMOOTH OPTIMIZATION PROBLEMS"
    Alireza Hosseini
    Third National Seminar on Control and Optimization, 2019
14. "A Neurodynamic Approach to Solve a Class of Nonsmooth Constrained Optimization Problem"
    Mohammad Javad Ebadi, Alireza Hosseini
    International Conference on Recent Achievement in Mathematical Science, 2019
15. "Neural network as a tool for solving nonsmooth optimization problems"
    Alireza Hosseini
    Fourth International Conference on Nonlinear Analysis and Optimization, 2018
16. "Matrix reconstruction by Means of Nuclear Norm Minimization"
    Alireza Hosseini, Ashkan Lotfollah zadeh
    49th Annual Iranian Mathematics Conference, 2018