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Shaohua Tan

2 accepted papers

2020

Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin +2
ECCV 2020poster

the global context, or refine objects detail along their boundaries by multi-scale feature fusion. In this paper, a new paradigm for semantic segmentation is proposed. Our insight is that appealing performance of semantic segmentation requires extit{explicitly} modeling the object extit{body} and ex…

Cited by 337Source ↗PDF ↗code ↗Scholar ↗
2020

Semantic Flow for Fast and Accurate Scene Parsing

Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang +2
ECCV 2020poster

In this paper, we focus on designing effective method for fast and accurate scene parsing. A common practice to improve the performance is to attain high resolution feature maps with strong semantic representation. Two strategies are widely used---atrous convolutions and feature pyramid fusion, are…

Cited by 501Source ↗PDF ↗code ↗Scholar ↗