Rank-Based Verification for Long-Term Face Tracking in Crowded Scenes

• Published in: IEEE transactions on biometrics, behavior, and identity science Vol. 3; no. 4; pp. 495 - 505
• Main Authors: Barquero, German, Hupont, Isabelle, Fernandez Tena, Carles
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.10.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Complex systems; Face recognition; face tracking; face verification; Faces; Long-term tracking; Machine learning; Modules; rank-based verification; Real-time systems; Target tracking; Tracking; Verification; Video surveillance

Most current multi-object trackers focus on short-term tracking, and are based on deep and complex systems that often cannot operate in real-time, making them impractical for video-surveillance. In this paper we present a long-term, multi-face tracking architecture conceived for working in crowded c...