Zobrazeno 1 - 10
of 116
pro vyhledávání: '"Yu, Siyue"'
Publikováno v:
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 3796-3806) 2024
Weakly supervised semantic segmentation has witnessed great achievements with image-level labels. Several recent approaches use the CLIP model to generate pseudo labels for training an individual segmentation model, while there is no attempt to apply
Externí odkaz:
http://arxiv.org/abs/2406.11189
Most continual segmentation methods tackle the problem as a per-pixel classification task. However, such a paradigm is very challenging, and we find query-based segmenters with built-in objectness have inherent advantages compared with per-pixel ones
Externí odkaz:
http://arxiv.org/abs/2403.03477
Autor:
Wang, Aiwei, Gao, Yang, Wang, Jingjing, Tong, Tomas K, Sun, Yan, Yu, Siyue, Zhao, Hong, Zou, Daozhi, Zhang, Ziheng, Qi, Yuling, Zuo, Nan, Bu, Danran, Zhang, Dexing, Xie, Yaojie, Baker, Julien S
Publikováno v:
JMIR Research Protocols, Vol 10, Iss 3, p e25838 (2021)
BackgroundChildhood obesity accompanied by lower levels of health-related physical fitness (HRPF) is a major threat to public health both internationally and locally. Children with intellectual disability, especially adolescents, have a higher risk o
Externí odkaz:
https://doaj.org/article/e7a5ce7b58ff49af8b9b7f96893c17cd
Co-salient object detection, with the target of detecting co-existed salient objects among a group of images, is gaining popularity. Recent works use the attention mechanism or extra information to aggregate common co-salient features, leading to inc
Externí odkaz:
http://arxiv.org/abs/2203.05787
Enhanced online CAM: Single-stage weakly supervised semantic segmentation via collaborative guidance
Publikováno v:
In Pattern Recognition December 2024 156
Publikováno v:
In Ageing Research Reviews June 2024 97
Cross-frame feature-saliency mutual reinforcing for weakly supervised video salient object detection
Autor:
Wang, Jian, Yu, Siyue, Zhang, Bingfeng, Zhao, Xinqiao, García-Fernández, Ángel F., Lim, Eng Gee, Xiao, Jimin
Publikováno v:
In Pattern Recognition June 2024 150
Video object segmentation, aiming to segment the foreground objects given the annotation of the first frame, has been attracting increasing attentions. Many state-of-the-art approaches have achieved great performance by relying on online model updati
Externí odkaz:
http://arxiv.org/abs/2107.04279
Sparse labels have been attracting much attention in recent years. However, the performance gap between weakly supervised and fully supervised salient object detection methods is huge, and most previous weakly supervised works adopt complex training
Externí odkaz:
http://arxiv.org/abs/2012.04404
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