40 citations · 95 across the 8 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021★ 3 cited
Semi-supervised Salient Object Detection with Effective Confidence Estimation
Jiawei Liu, Jing Zhang, Nick Barnes
The success of existing salient object detection models relies on a large pixel-wise labeled training dataset, which is time-consuming and expensive to obtain. We study semi-superv…
cs.CV2021★ 15 cited
Confidence-Aware Learning for Camouflaged Object Detection
Jiawei Liu, Jing Zhang, Nick Barnes
Confidence-aware learning is proven as an effective solution to prevent networks becoming overconfident. We present a confidence-aware camouflaged object detection framework using…
cs.CV2021★ 7 cited
Learning structure-aware semantic segmentation with image-level supervision
Jiawei Liu, Jing Zhang, Yicong Hong +1
Compared with expensive pixel-wise annotations, image-level labels make it possible to learn semantic segmentation in a weakly-supervised manner. Within this pipeline, the class ac…