Neri, Marrick
Optimization. Image Processing.
- 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 2023-2024
- Math 281: Nonlinear programming
- Math 22: Calculus 2
First Semester, AY 2023-2024
- Math 10: Mathematics, Culture, and Society
- Math 21: Calculus 1
Subjects Taught
- Operations Research, Linear Programming, Nonlinear Programming, Numerical Optimization, Linear Algebra, Probability and Statistics, Calculus, and Mathematics, Culture, and Society
Advising
- In Progress
- Cesar Natalio Jr., MS Applied Mathematics
- Graduated, PhD Mathematics
- Valentine Blez Lampayan. Regularized nonsmooth variation models for image processing with an application in blind deconvolution for point spread function calibration. 2024
- Graduated, MS Applied Mathematics
- Manongas, Leah Charisse. Emergency Shelter Selection Models with Modification on Transfer Capability and Evacuation Distance Minimization. 2021
- 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
- Diano, Giovanni R. Mathematical models of relaxed versions of a multiplayer online battle arena. 2019
- 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
- Articles
- Lampayan, V.B., Neri, M. (2024) Nonconvex TVq model with l1 fidelity term in image restoration. SciEnggJ, 17(1): 18-26.
- Castor, K.C., Neri, M. (2023) A study on variable queue length and speed limit on toll plaza (one-lane type case). Operational Research in Engineering Sciences: Theory and Applications, 6(4): 86-103.
- Mojica, M.C., Neri, M. (2023) VU-algorithm for l1 total variation models. Matimyas Matematika, 46(1): 1-21.
- Basco-Uy, T.A., Neri, M. (2020) A heuristic spline interpolation method on signal denoising, Philippine Computing Journal, 15(1): 1-11.
- Neri, M., Sy Piecco, M. (2018) A TVq model for segmenting noisy images. Philippine Journal of Natural Science., 23:48-58.
- Del Rosario, N., Neri, M. (2018) Analyses on a modified inexact primal-dual method for removing multiplicative noise. Philippine Computing Journal, 13(2):9-16.
- Neri M. (2017) Split Bregman Iterations on Regularized L1 Total Variation Models, Philippine Computing Journal, 12(2): 20-27.
- Neri, M., Zara, E.R.R. (2015) Simultaneous image inpainting and denoising with TV-based active set method, Proceedings of the 10th Taiwan-Philippines Symposium on Analysis (revised), Airiti Press, 205-212.
- Neri, M., Villacrusis, B. (2015) Solving the optimal three-stage periodic inventory policy using an algorithm coded in C#. Philippine Computing Journal, Vol. 9 No. 2, 33-37.
- Neri, M., Zara, E.R.R. (2014) Total variation-based image inpainting and denoising using a primal-dual active set method, Philippine Science Letters, vol. 7, no. 1, 97-103.
- Neri, M., Zara, E.R.R. (2012) An active set method in total variation based image inpainting. Philippine Computing Journal, 7(2): 38-42.
- Neri, M. (2011) A path-following method for the total variation inverse problem, Matimyas Matematika, Vol. 32 Nos. 1-2, 145-150.
- Dong, Y., Hintermüller, M., Neri, M. (2009) An efficient primal-dual method for L1 TV image restoration. SIAM Journal in Imaging Science, Vol. 2, No. 4, 1168-1189.
- Oliveros, A.L., Neri, M. (2010) 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.
- Neri. M. (2009) VU decomposition method on L2 total variation image denoising. In Proceedings of the 5th Asian Mathematical Conference (Malaysia).
- Neri, M., Hintermüller, M. (2007) A primal-dual island search method for TV-based image restoration. In Proceedings of the 7th Sino-Philippine symposium in mathematics, Matimyas Matematika, 30(2-3): 103-112.
- Neri, M., Hermosilla, A. (2002) Decomposition-metaheuristic method applied to a capacitated facility location problem. Proceedings of the Third Asian Mathematical Conference, World Scientific.
- Proceedings
- Alas, R.A., Neri, M. (2020) A nonconvex model in restoring images degraded with Gaussian noise and impulse noise, Proceedings of the 20th Philippine Computing Science Congress, 110-117.
- Neri, M., Sy Piecco, M. (2018) A regularized nonconvex model for image segmentation, Proceedings of the 18th Philippine Computing Science Congress, 128-135.
- Del Rosario, N., Neri, M. (2017) A modified inexact primal-dual method for removing multiplicative noise, Proceedings of the 17th Philippine Computing Science Congress, 283-287.
- Neri, M. (2016) A C2-Huberized nonconvex TVq model for image restoration, Proceedings of the 16th Philippine Computing Science Congress, 237-242.
- Neri, M. (2015) A split Bregman method for removing impulse noise, Proceedings of the 15th Philippine Computing Science Congress.
- Concepcion, R.A., Neri, M. (2015) Minimization of a restricted l1 TV model by interior point method, Proceedings of the 15th Philippine Computing Science Congress.
- Neri, M., Zara, E.R.R. (2012) An active set method in image inpainting. World Academy of Science, Engineering, and Technology, Bali, Indonesia vol. 6, no. 10, 743-746.
- Neri, M. (2011) Modified Total Variation Models in Image Denoising. Proceedings of the 11th Philippine Computing Science Congress.
- Neri, M. (2010) An active set method with central measure on removing impulse noise. In Proceedings of the 6th IMT-GT International Conference on Mathematics, Statistics and its Applications (Malaysia)
- Padua, K.G., Neri, M. (2010) A bound on the thrifty policy for non-preemptive processing of jobs with increasing cost. In Proceedings of the 6th IMT-GT International Conference on Mathematics, Statistics and its Applications (Malaysia) 2010
- Neri, M. (2010) A primal-dual method for L1 TV image denoising. In Proceedings of the 8th Sino-Philippine symposium in analysis, Tunghai University, Taichung, Taiwan.
- Neri, M. (2010) Total variation based image denoising and deblurring using a primal-dual algorithm. Proceedings of the 5th National Symposium on Mathematical Aspects of Computer Science (Philippines).
- Neri, M. (2010) An active set method on removing salt and pepper noise. In Proceedings of the 10th Philippine Computing Science Congress.
- Neri, M. (2009) L1 total variation primal-dual active set method with conjugate gradients for image denoising. In Proceedings of the 9th Philippine Computing Science Congress.
- Neri, M. (2008) The primal-dual island search method on a convergent algorithm for TV-based image restoration. In Proceedings of the 4th Symposium on the Mathematical Aspects of Scientific Computing (Philippines).
- Textbook
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Ibañez, E., Neri, M., Nepomuceno, R., Buenaventura, E., Dela Cruz, S., Adraneda, B. (2012) Business Mathematics, Jimczyville Publications, Malabon City, Philippines.