Search Results - "Tremoco, Joao"
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Towards understanding the character of quality sampling in deep learning face recognition
Published in IET biometrics (01-09-2022)“…Face recognition has become one of the most important modalities of biometrics in recent years. It widely utilises deep learning computer vision tools and…”
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Journal Article -
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QualFace: Adapting Deep Learning Face Recognition for ID and Travel Documents with Quality Assessment
Published in 2021 International Conference of the Biometrics Special Interest Group (BIOSIG) (01-09-2021)“…Modern face recognition biometrics widely rely on deep neural networks that are usually trained on large collections of wild face images of celebrities. This…”
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Conference Proceeding -
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SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
Published in 2022 IEEE International Joint Conference on Biometrics (IJCB) (10-10-2022)“…This paper presents a summary of the Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data (SYN-MAD) held at the 2022…”
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Conference Proceeding -
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Improving Deep Learning Face Recognition for id and Travel Document Applications with Quality Assessment
Published 01-01-2021“…Os métodos atuais de reconhecimento facial são baseados em redes neuronais que requerem grandes quantidades de dados para serem eficazes. Os grandes conjuntos…”
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Dissertation
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5
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
Published 15-08-2022“…This paper presents a summary of the Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data (SYN-MAD) held at the 2022…”
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Journal Article