My research lies at the intersection of computational mathematics and machine learning for applications to large-scale real world problems.
Keywords: Computational Mathematics 
Publications
Controllable Image Processing via Adaptive FilterBank Pyramid
– IEEE Transactions on Image Processing
(2020)
29,
8043
(DOI: 10.1109/TIP.2020.3009844)
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification
– IEEE Transactions on Geoscience and Remote Sensing
(2020)
58,
4180
(DOI: 10.1109/tgrs.2019.2961599)
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All?-A Tailored Approach to Single Image Reflection Removal.
– IEEE Transactions on Image Processing
(2019)
28,
6185
(DOI: 10.1109/tip.2019.2923559)
RainFlow: Optical flow under rain streaks and rain veiling effect
– 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019)
(2019)
00,
7303
(DOI: 10.1109/ICCV.2019.00740)
Semi-Supervised Learning with Graphs: Covariance Based Superpixels for Hyperspectral Image Classification
– International Geoscience and Remote Sensing Symposium (IGARSS)
(2019)
00,
592
(DOI: 10.1109/IGARSS.2019.8898189)
ReTouchImg: Fusioning from-local-to-global context detection and graph data structures for fully-automatic specular reflection removal for endoscopic images.
– Computerized Medical Imaging and Graphics
(2019)
73,
39
GraphX $^\mathbf{\small NET } -$ N E T - Chest X-Ray Classification Under Extreme Minimal Supervision
– MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT VI
(2019)
11769,
504
(DOI: 10.1007/978-3-030-32226-7_56)
Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration
– SCALE SPACE AND VARIATIONAL METHODS IN COMPUTER VISION, SSVM 2019
(2019)
11603 LNCS,
263
(DOI: 10.1007/978-3-030-22368-7_21)
Sensory substitution for force feedback recovery: A perception experimental study
– ACM Transactions on Applied Perception
(2018)
15,
1
(DOI: 10.1145/3176642)
Sliding to predict: vision-based beating heart motion estimation by modeling temporal interactions.
– Int J Comput Assist Radiol Surg
(2018)
13,
353
(DOI: 10.1007/s11548-018-1702-1)
- 1 of 3