Multi-task model with attribute-specific heads for person re-identification

• Published in: Pattern analysis and applications : PAA Vol. 28; no. 1
• Main Authors: Ahmed, Md Foysal, Oyshee, Adiba An Nur
• Format: Journal Article
• Language: English
• Published: London Springer London 01.03.2025; Springer Nature B.V
• Subjects: Computer Science; Original Article; Pattern Recognition; Public safety; Surveillance; Surveillance systems; Uniqueness; Digital surveillance; Attribute head; Person re-identification; Multi-task learning

Person re-identification (ReID) has become an important task in digital surveillance for enhancing security, efficient monitoring, and enabling various applications in smart cities and public safety systems. Person ReID with attributes is a challenging task due to different camera views create signi...