Unsupervised celebrity face naming in web videos

• Main Authors: PANG, Lei, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Celebrity face naming; social network; unconstrained web videos; unsupervised; Computer Sciences; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6361; https://ink.library.smu.edu.sg/context/sis_research/article/7364/viewcontent/07078858.pdf
• Institution: Singapore Management University

This paper investigates the problem of celebrity face naming in unconstrained videos with user-provided metadata. Instead of relying on accurate face labels for supervised learning, a rich set of relationships automatically derived from video content and knowledge from image domain and social cues i...