Not All Samples are Trustworthy : Towards Deep Robust SVP Prediction

In this paper, we study the problem of estimating subjective visual properties (SVP) for images, which is an emerging task in Computer Vision. Generally speaking, collecting SVP datasets involves a crowdsourcing process where annotations are obtained from a wide range of online users. Since the proc...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 6 vom: 29. Juni, Seite 3154-3169
1. Verfasser: Xu, Qianqian (VerfasserIn)
Weitere Verfasser: Yang, Zhiyong, Jiang, Yangbangyan, Cao, Xiaochun, Yao, Yuan, Huang, Qingming
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't