Dr Angelica Aviles Rivero

My research lies at the intersection of computational mathematics and machine learning for applications to large-scale real world problems.

Keywords: Computational Mathematics $\bigstar$ Inverse problems $\bigstar$ Computer Vision $\bigstar$ Medical Image Analysis $\bigstar$ Robotics $\bigstar$ Machine Learning.

Publications

Mirror, Mirror, on the Wall, Who’s Got the Clearest Image of Them All?—A Tailored Approach to Single Image Reflection Removal

D Heydecker, G Maierhofer, AI Aviles-Rivero, Q Fan, D Chen, C-B Schonlieb, S Susstrunk

– IEEE Trans Image Process

(2019)

28,

6185

(DOI: 10.1109/tip.2019.2923559)

GraphX $^\mathbf{\small NET } -$ N E T - Chest X-Ray Classification Under Extreme Minimal Supervision

AI Aviles-Rivero, N Papadakis, R Li, P Sellars, Q Fan, RT Tan, CB Schönlieb

– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

(2019)

11769 LNCS,

504

(DOI: 10.1007/978-3-030-32226-7_56)

RainFlow: Optical flow under rain streaks and rain veiling effect

R Li, R Tan, LF Cheong, A Aviles-Rivero, Q Fan, C Schoenlieb

– 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019)

(2019)

2019-October,

7303

(DOI: 10.1109/iccv.2019.00740)

Semi-Supervised Learning with Graphs: Covariance Based Superpixels for Hyperspectral Image Classification

P Sellars, AI Aviles-Rivero, N Papadakis, D Coomes, A Faul, CB Schonlieb

– 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019)

(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.

SM Alsaleh, AI Aviles-Rivero, JK Hahn

– Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

(2019)

73,

(DOI: 10.1016/j.compmedimag.2019.02.002)

Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration

V Corona, AI Aviles-Rivero, N Debroux, M Graves, C Le Guyader, CB Schönlieb, G Williams

– 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

AI Aviles-Rivero, SM Alsaleh, J Philbeck, SP Raventos, N Younes, JK Hahn, A Casals

– ACM Transactions on Applied Perception

(2018)

15,

(DOI: 10.1145/3176642)

Sliding to predict: vision-based beating heart motion estimation by modeling temporal interactions

AI Aviles-Rivero, SM Alsaleh, A Casals

– International journal of computer assisted radiology and surgery

(2018)

13,

353

(DOI: 10.1007/s11548-018-1702-1)

Peekaboo-Where are the Objects? Structure Adjusting Superpixels

G Maierhofer, D Heydecker, AI Aviles-Rivero, SM Alsaleli, CB Schonlieb

– 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)

(2018)

00,

3693

(DOI: 10.1109/ICIP.2018.8451822)

Towards Retrieving Force Feedback in Robotic-Assisted Surgery: A Supervised Neuro-Recurrent-Vision Approach

AI Aviles, SM Alsaleh, JK Hahn, A Casals

– IEEE transactions on haptics

(2017)

10,

431

(DOI: 10.1109/TOH.2016.2640289)

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