Spatio-temporal generative adversarial network for gait anonymization

• Published in: Journal of information security and applications Vol. 46; pp. 307 - 319
• Main Authors: Tieu, Ngoc-Dung T., Nguyen, Huy H., Nguyen-Son, Hoang-Quoc, Yamagishi, Junichi, Echizen, Isao
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.06.2019
• Subjects: Biometric feature; Deep learning; Gait; Gait anonymization; Security; Deep learning; Biometric feature; Gait anonymization; Gait; Security

Gait anonymization for protecting a person’s identity against gait recognition while maintaining naturalness is a new research direction. It can be used to protect the identity of people in videos to be posted on social networks, in police videos that require redaction, and in videos obtained from s...