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

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)

00,

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

– IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium

(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,

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

– Proceedings - 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)

Robust cardiac motion estimation using ultrafast ultrasound data: a low-rank topology-preserving approach

AI Aviles, T Widlak, A Casals, MM Nillesen, H Ammari

– Physics in Medicine and Biology

(2017)

62,

4831

(DOI: 10.1088/1361-6560/aa6914)

GraphXCOVID: Explainable Deep Graph Diffusion Pseudo-Labelling for Identifying COVID-19 on Chest X-rays

AI Aviles-Rivero, P Sellars, C-B Schönlieb, N Papadakis

Cambridge Image Analysis

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