The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3066054
Abstract: We propose a reversible face de-identification method for video surveillance data, where landmark-based techniques cannot be reliably used. Our solution generates a photorealistic de-identified stream that meets the data protection regulations and can be publicly… read more here.
Keywords: video; face identification; reversible face; visual surveillance ... See more keywords
G²Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2024.3449104
Abstract: Reversible face anonymization, unlike traditional face pixelization, seeks to replace sensitive identity information in facial images with synthesized alternatives, preserving privacy without sacrificing image clarity. Traditional methods, such as encoder-decoder networks, often result in significant… read more here.
Keywords: geometric priors; face; face anonymization; generative geometric ... See more keywords