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Manuel Rey Area

I am a PhD candidate at the University of Bath under the supervision of Christian Richardt. I'm interested in virtual reality, computational imaging and low-level computer vision.

I received my MSc in Computer Vision from the Autonomous University of Barcelona supervised by Javier Ruiz-Hidalgo. I did my thesis on whale detection working with WWF under an ESA summer programme.

I completed my Bachelors in Telecommunications Engineering at the University of Vigo with Julio Martín-Herrero.


360 monocular depth estimation
360MonoDepth: High-Resolution 360° Monocular Depth Estimation

Manuel Rey-Area*, Mingze Yuan*, Christian Richardt
CVPR, 2022
Project Page · paper (arXiv)

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz-Hidalgo
Information Fusion, 2020
paper (arXiv) · code

COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

Siham Tabik, Anabel Gómez-Ríos, José Luis Martín-Rodríguez, Iván Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, MA Valero-González, Paloma García-Villanova, Eulalia Olmedo-Sánchez, Francisco Herrera
IEEE Journal of Biomedical and Health Informatics, 2020
paper (arXiv)

LSE_UVIGO: A Multi-source Database for Spanish Sign Language Recognition

Laura Docío-Fernández, José Luis Alba-Castro, Soledad Torres-Guijarro, Eduardo Rodríguez-Banga, Manuel Rey-Area, Ania Pérez-Pérez, Sonia Rico-Alonso, Carmen García-Mateo
Proceedings of the LREC2020 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives, 2020