Co-Salient Object Detection with Uncertainty-Aware Group Exchange-Masking

The traditional definition of co-salient object detection (CoSOD) task is to segment the common salient objects in a group of relevant images. Existing CoSOD models by-default adopt the group consensus assumption. This brings about model robustness defect under the condition of irrelevant images in...

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 19639 - 19648
Main Authors:	Wu, Yang, Song, Huihui, Liu, Bo, Zhang, Kaihua, Liu, Dong
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2023
Subjects:	Generators Object detection Reliability engineering Robustness Self-supervised or unsupervised representation learning Stochastic processes Transformers Uncertainty
ISSN:	1063-6919
Online Access:	Get full text
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