Neri, Marrick
Associate Professor
Research Interests
Optimization. Image Processing.
Optimization. Image Processing.
Academic Groups
- Optimization and Approximation (member)
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Education
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Ph.D. Mathematics (2008)
University of the Philippines DilimanDissertation: Primal-Dual Methods using L1 and L2 Total Variation Regularization with Applications in Image Denoising
Adviser: Prof. Michael Hintermueller (University of Graz, Austria) and Dr. Jose Ernie Lope (University of the Philippines Diliman) -
M.S. Applied Mathematics (Operations Research) (2000)
University of the Philippines DilimanThesis: Decomposition-Metaheuristic Method Applied to a Capacitated Facility Location Problem
Adviser: Dr. Augusto Hermosilla (University of the Philippines Diliman) -
B.S. Mathematics (1996), cum laude
University of the Philippines Diliman
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Ph.D. Mathematics (2008)
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Teaching
Second Semester, AY 2018-2019
- Nonlinear programming
- Mathematics, Culture, and Society
- Calculus 2
First Semester, AY 2018-2019
- Mathematics, Culture, and Society
- Calculus 1, 3
Subjects Taught
- Operations Research, Linear programming, Nonlinear programming, Numerical optimization, Linear algebra, Probability and Statistics, Calculus
Advising
In Progress- Blez Valentine Lacaba, PhD Mathematics
- Lean Palma, MS Applied Mathematics
- Giovanni Rey Diano, BS Mathematics
- Graduated MS Applied Mathematics
- Alas, Rose Anne D.C. A fusion of l1 and TVq models in image processing. 2018
- Bibal, Allen O. Optimization of inter-terminal passenger transport. 2018
- Castor, Kent A. A study on variable queue length and speed limit on toll plaza. 2018
- Yacat, Abigail B. Conjugate gradient method for support vector machines with nonquadratic regularization. 2018
- Go, Jeffrey Kenneth. Variants of the AdaBoost algorithm based on Fenchel duality. 2017
- Basco, Therese Anne G. A heuristic spline interpolation method on signal and image denoising. 2016
- Brillantes, Maryene B. A TVq model for image segmentation. 2016
- Concepcion, Rachel Anne G. L1-TV based image inpainting with denoising using interior point method. 2016
- Del Rosario, Nicole Marie T. A modified variational model for restoring images with multiplicative noise. 2016
- Mojica, Mia Carmela S. A VU algorithm for L1 total variation based image denoising. 2013.
- Zara, Esmeraldo Ronnie Rey. A regularized total variation model and primal and dual solutions in image inpainting. 2012.
- Cubero, Rey Bryan M. Optimal Continuous Review Inventory Policy for a Three-stage Serial System. 2011.
- De Lara, Mark Lexter D. Heuristic approaches in solving population assignment in grids with neighborhood constraints and a total variation cost. 2011.
- Villacrusis, Baltazar P. Three-stage Periodic Inventory System with Decay and Stochastic Demand. 2011.
- Oliveros, Annie Lyn T., An Evolutionary Approach to L1 TV Image Processing. 2010.
- Graduated BS Mathematics
- Torres, Eunice C. A study on optimal pricing on inventory with decay. 2018
- Pangilinan, Philippe Joshua T. A numerical comparison of the mean absolute deviation model and the mean variance model in portfolio optimization. 2018
- Anasarias, Joash T. Image restoration using interior point method. 2017
- Israel, Ramdass Krisnaji P. Barrier methods on a multicommodity network flow with arc capacities. 2016
- Baluyot, Jon David Vincent B. Iterative solutions to discrete-time optimal control problems. 2015
- Exconde, Marvee. Bat algorithm using gradient-based methods for the local search. 2015
- Varela, Jiezalyl. An optimization on MRT crew scheduling problem using simulated annealing. 2015
- Gutierrez, Amanda. Optimization of clearance sales with forecasted demand rates. 2014
- Uy, Edric Bryce L. Image denoising and segmentation using a variational level set method. 2014
- Sibal, Jeckah Ymari L. A cutting plane algorithm for job shop scheduling. 2014
- Mesina, Pamela Gem M. Linearized Bregman algorithms and the basis pursuit problem. 2014
- Silvestre, Michelle B. Bregman algorithm for inverse problems in image reconstruction. 2013
- Cabral, Kainzel Joice P. Application of optimal search theory for a search and rescue effort. 2013
- Reyes, Alexandra Beatrice L., Fuzzy optimization of a solid waste management problem. 2012
- Dalisay, Dorothy D., Optimizing s supplier-arms race model using an interior point method. 2012
- Quendangan, Aileen C., Singular value decomposition in image deblurring. 2012
- Humawid, Ernst Jhon, Optimization of a real power and reactive power, 2011
- Mojica, Mia Carmela S., Total Variation-Based Image Denoising and Deblurring Using a Primal-Dual Algorithm, 2010.
- Padua, Katrina Gabrielle C., A Range on the Thrifty Policy for Non-Preemptive Processing of Jobs with Increasing Cost, 2010.
- Pontanilla, Stephanie Faye C., Student Project Allocation: An Application of Ant Colony Optimization, 2010.
- Velasco, Arrianne Crystal T., A Modification of the EPQ Model for Perishable Products with Inventory-Dependent Demand, 2010.
- Abelado, Breferjane G., Hybridization of Simulated Annealing Variants Applied on Benders Decomposition to Solve a Capacitated Facility Location Problem, 2002.
- De Jesus, Ma. Rosario, Benders Decomposition with Genetic Algorithm Applied to a Classical Capacitated Facility Location Problem, 2002.
- Trovela, Arianlen M., Regression Analysis on the Simulated Annealing Parameters of the Decomposition-Metaheuristic Method, 2002.
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Publications
- Y. Dong, M. Hintermüller, M . Neri. An efficient primal-dual method for L1 TV image restoration. SIAM Journal in Imaging Science, Vol. 2, No. 4, 1168-1189, 2009
- M. Neri, E.R.R. Zara, Total variation-based image inpainting and denoising using a primal-dual active set method, Philippine Science Letters, vol. 7, no. 1, 97-103, 2014
- M. Neri, B. Villacrusis, Solving the optimal three-stage periodic inventory policy using an algorithm coded in C#. Philippine Computing Journal, Vol. 9 No. 2, 33-37, (2015)
- M. Neri, E.R.R. Zara, An active set method in total variation based image inpainting. Philippine Computing Journal, Vol. 7 No. 2, 38-42, (2012)
- M. Neri, A path-following method for the total variation inverse problem, Matimyas Matematika, Vol. 32 Nos. 1-2 (2011) pp. 145-150
- A.L. Oliveros, M. Neri. An evolutionary approach to image denoising using a regularized L1 TV model. International Journal of Advanced Research in Computer Science, Vol. 1, No. 3, 102-105, 2010
- M. Neri and M. Hintermüller. A primal-dual island search method for TV-based image restoration. In Proceedings of the 7th Sino-Philippine symposium in mathematics, Matimyas Matematika, 103-112, 2007.
- M. Neri. Decomposition-metaheuristic method applied to a capacitated facility location problem. Proceedings of the Third Asian Mathematical Conference, World Scientific, 2002