| Bregman Iterative Algorithms for -Minimization with Applications to Compressed Sensing W Yin, S Osher, D Goldfarb, J Darbon SIAM Journal on Imaging sciences 1 (1), 143-168, 2008 | 1776 | 2008 |
| Shape-based hand recognition E Yoruk, E Konukoglu, B Sankur, J Darbon IEEE transactions on image processing 15 (7), 1803-1815, 2006 | 441 | 2006 |
| On the convergence of physics informed neural networks for linear second-order elliptic and parabolic type PDEs Y Shin, J Darbon, GE Karniadakis arXiv preprint arXiv:2004.01806, 2020 | 366 | 2020 |
| Fast nonlocal filtering applied to electron cryomicroscopy J Darbon, A Cunha, TF Chan, S Osher, GJ Jensen 2008 5th IEEE International Symposium on biomedical imaging: from nano to …, 2008 | 348 | 2008 |
| Image restoration with discrete constrained total variation part I: Fast and exact optimization J Darbon, M Sigelle Journal of Mathematical Imaging and Vision 26, 261-276, 2006 | 282 | 2006 |
| On total variation minimization and surface evolution using parametric maximum flows A Chambolle, J Darbon International journal of computer vision 84 (3), 288-307, 2009 | 239 | 2009 |
| Algorithms for overcoming the curse of dimensionality for certain Hamilton–Jacobi equations arising in control theory and elsewhere J Darbon, S Osher Research in the Mathematical Sciences 3 (1), 19, 2016 | 191 | 2016 |
| Overcoming the curse of dimensionality for some Hamilton–Jacobi partial differential equations via neural network architectures J Darbon, GP Langlois, T Meng Research in the Mathematical Sciences 7 (3), 20, 2020 | 128 | 2020 |
| SAR image regularization with fast approximate discrete minimization L Denis, F Tupin, J Darbon, M Sigelle IEEE Transactions on Image Processing 18 (7), 1588-1600, 2009 | 121 | 2009 |
| A fast and exact algorithm for total variation minimization J Darbon, M Sigelle Iberian Conference on Pattern Recognition and Image Analysis, 351-359, 2005 | 105 | 2005 |
| Landscape evolution models: a review of their fundamental equations A Chen, J Darbon, JM Morel Geomorphology 219, 68-86, 2014 | 103 | 2014 |
| Image restoration with discrete constrained total variation part II: Levelable functions, convex priors and non-convex cases J Darbon, M Sigelle Journal of Mathematical Imaging and Vision 26, 277-291, 2006 | 101 | 2006 |
| Bregman iterative algorithms for compressed sensing and related problems W Yin, S Osher, J Darbon, D Goldfarb SIAM J. Imaging Sciences 1 (1), 143-168, 2008 | 95 | 2008 |
| On the convergence and generalization of physics informed neural networks Y Shin, J Darbon, GE Karniadakis arXiv e-prints, arXiv: 2004.01806, 2020 | 91 | 2020 |
| Nonlocal convex functionals for image regularization G Gilboa, J Darbon, S Osher, T Chan UCLA CAM-report, 06-57, 2006 | 91 | 2006 |
| Color image segmentation based on automatic morphological clustering T Géraud, PY Strub, J Darbon Proceedings 2001 international conference on image processing (Cat. No …, 2001 | 80 | 2001 |
| Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations YT Chow, J Darbon, S Osher, W Yin Journal of Computational Physics 387, 376-409, 2019 | 79 | 2019 |
| Enhancement of historical printed document images by combining total variation regularization and non-local means filtering L Likforman-Sulem, J Darbon, EHB Smith Image and vision computing 29 (5), 351-363, 2011 | 78 | 2011 |
| On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton–Jacobi partial differential equations J Darbon, T Meng Journal of Computational Physics 425, 109907, 2021 | 67 | 2021 |
| Algorithm for overcoming the curse of dimensionality for time-dependent non-convex Hamilton–Jacobi equations arising from optimal control and differential games problems YT Chow, J Darbon, S Osher, W Yin Journal of Scientific Computing 73, 617-643, 2017 | 62 | 2017 |
S osherVerified email at math.ucla.edu
