Research Assistant FPI
Department of Signal Theory and Communications
Manuel Vázquez completed the technical engineering in the specialization of “Image and Sound” at the University of Vigo in 2011. Since that year he collaborated as a contracted researcher in the department of GPI-RV until 2019. In 2018 he completed the Master Degree in Telecommunication Engineering and his master’s thesis entitled “A deep learning approach for pneumonia detection on chest x-ray” obtained the award “Premio ao mellor TFM en Axenda 2030, Cooperación ao desenvolvemento e Resposabilidade Social, 2018/2019”. In 2019, he worked as a full-time professor in IMF Business School (Madrid) teaching the subjects of programming, service and process programming and interface development in the Higher Technical Certificate of Multi-platform Application Development. Currently he is doing his PhD related to sign language translation systems applying deep learning algorithms entitled “Sign language recognition using deep learning and computer vision” associated with the “Speech&Sign” project of the GTM department for which he obtained an FPI grant.
Vazquez-Enriquez M, Losada-Rodríguez P, González-Cid M, Alba-Castro JL
Deep learning and collaborative training for reducing communication barriers with deaf people
GoodIT 2021 – Proceedings of the 2021 Conference on Information Technology for Social Good, , , 2021 | DOI
Vazquez-Enriquez M, Alba-Castro JL, Docío-Fernández L, Rodríguez Banga E.
Isolated sign language recognition with multi-scale spatial-temporal graph convolutional networks
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, , , 2021 | DOI