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Saliency Integration: An Arbitrator Model

Xu, Yingyue; Hong, Xiaopeng; Porikli, Fatih; Liu, Xin; Chen, Jie; Zhao, Guoying

Description

Saliency integration has aroused general concern on unifying saliency maps from multiple saliency models. Previous offline integration methods usually face two challenges: 1. if most of the candidate saliency models misjudge the saliency on an image, the integration result will lean heavily on those inferior candidate models; 2. an unawareness of the ground truth saliency labels brings difficulty in estimating the expertise of each candidate model. To address these problems, in this paper, we...[Show more]

CollectionsANU Research Publications
Date published: 2018
Type: Journal article
URI: http://hdl.handle.net/1885/209986
Source: IEEE Transactions on Multimedia
DOI: 10.1109/TMM.2018.2856126

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