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About

Ana Rebelo is involved in research and development activities as a senior researcher at the Visual Computing and Machine Intelligence (VCMI) Group in the Centre for Telecommunications and Multimedia (CTM) of INESC TEC. Rebelo has been developing and implementing Computer Vision and Machine Learning algorithms for biometric and forensic applications. She is responsible for seeking funded research projects, scientific advisory and project coordination in several R&D projects, having collaborations with several companies and other research centers. She is the co-founder and co-leader of the VISion Understanding and Machine intelligence Summer School a non-profit summer school that aims to gather Ph.D. candidates, Post-Doctoral scholars and researchers from academia and industry with research interests in computer vision and machine intelligence. Ana Rebelo holds a PhD in Electrical and Computer Engineering from the University of Porto-Portugal.

Interest
Topics
Details

Details

004
Publications

2021

DeSIRe: Deep Signer-Invariant Representations for Sign Language Recognition

Authors
Ferreira, PM; Pernes, D; Rebelo, A; Cardoso, JS;

Publication
IEEE Transactions on Systems, Man, and Cybernetics: Systems

Abstract

2021

AUTOMOTIVE: A case study on AUTOmatic multiMOdal drowsiness detecTIon for smart VEhicles

Authors
Esteves, T; Pinto, JR; Ferreira, PM; Costa, PA; Rodrigues, LA; Antunes, I; Lopes, G; Gamito, P; Abrantes, AJ; Jorge, PM; Lourenco, A; Sequeira, AF; Cardoso, JS; Rebelo, A;

Publication
IEEE Access

Abstract

2021

Optimizing Person Re-Identification Using Generated Attention Masks

Authors
Capozzi, L; Pinto, JR; Cardoso, JS; Rebelo, A;

Publication
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science

Abstract

2021

End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic Photo Generation

Authors
Capozzi, L; Pinto, JR; Cardoso, JS; Rebelo, A;

Publication
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science

Abstract

2020

Learning signer-invariant representations with adversarial training

Authors
Ferreira, PM; Pernes, D; Rebelo, A; Cardoso, JS;

Publication
Twelfth International Conference on Machine Vision (ICMV 2019)

Abstract

Supervised
thesis

2019

Sign Language Recognition: Integrating Prior Domain Knowledge into Deep Neural Networks

Author
Pedro Miguel Martins Ferreira

Institution
UP-FEUP

2019

Face recognition for forensic applications - Methods for matching facial sketches to mugshot pictures

Author
Leonardo Gomes Capozzi

Institution
UP-FEUP

2019

Automation of Waste Sorting with Deep Learning

Author
João Soares Sousa

Institution
UP-FEUP

2018

Portuguese Sign Language Recognition

Author
Pedro Miguel Martins Ferreira

Institution
IES_Outra

2015

Smart Image Retargeting Techniques

Author
Laura Figueiredo Ângelo

Institution
UP-FEUP