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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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 6 vom: 29. Juni, Seite 3154-3169
Auteur principal: Xu, Qianqian (Auteur)
Autres auteurs: Yang, Zhiyong, Jiang, Yangbangyan, Cao, Xiaochun, Yao, Yuan, Huang, Qingming
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't