Search Results for author: Siyue Yu

Found 5 papers, 2 papers with code

Continual Segmentation with Disentangled Objectness Learning and Class Recognition

no code implementations6 Mar 2024 Yizheng Gong, Siyue Yu, Xiaoyang Wang, Jimin Xiao

Based on these findings, we propose CoMasTRe by disentangling continual segmentation into two stages: forgetting-resistant continual objectness learning and well-researched continual classification.

Continual Learning Segmentation

Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection

1 code implementation CVPR 2022 Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim

To achieve this, we design a democratic prototype generation module to generate democratic response maps, covering sufficient co-salient regions and thereby involving more shared attributes of co-salient objects.

Contrastive Learning Co-Salient Object Detection +2

Fast Pixel-Matching for Video Object Segmentation

no code implementations9 Jul 2021 Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim

Most mask-propagation based models are faster but with relatively low performance due to failure to adapt to object appearance variation.

Object Semantic Segmentation +2

Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence

1 code implementation8 Dec 2020 Siyue Yu, Bingfeng Zhang, Jimin Xiao, Eng Gee Lim

Since scribble labels fail to offer detailed salient regions, we propose a local coherence loss to propagate the labels to unlabeled regions based on image features and pixel distance, so as to predict integral salient regions with complete object structures.

object-detection Object Detection +1

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