Heterogeneous Face Attribute Estimation : A Deep Multi-Task Learning Approach

Face attribute estimation has many potential applications in video surveillance, face retrieval, and social media. While a number of methods have been proposed for face attribute estimation, most of them did not explicitly consider the attribute correlation and heterogeneity (e.g., ordinal versus no...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 11 vom: 28. Nov., Seite 2597-2609
1. Verfasser: Han, Hu (VerfasserIn)
Weitere Verfasser: Jain, Anil K, Wang, Fang, Shan, Shiguang, Chen, Xilin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't