Search Results for author: Weixiang Liu

Found 4 papers, 1 papers with code

Perception Reinforcement Using Auxiliary Learning Feature Fusion: A Modified Yolov8 for Head Detection

no code implementations14 Oct 2023 Jiezhou Chen, Guankun Wang, Weixiang Liu, Xiaopin Zhong, Yibin Tian, Zongze Wu

Head detection provides distribution information of pedestrian, which is crucial for scene statistical analysis, traffic management, and risk assessment and early warning.

Auxiliary Learning Head Detection +1

Edge-aware Plug-and-play Scheme for Semantic Segmentation

no code implementations18 Mar 2023 Jianye Yi, Xiaopin Zhong, Weixiang Liu, Wenxuan Zhu, Zongze Wu, Yuanlong Deng

Therefore, we propose an abstract and universal edge supervision method called Edge-aware Plug-and-play Scheme (EPS), which can be easily and quickly applied to any semantic segmentation models.

Segmentation Semantic Segmentation

Harmonizing output imbalance for defect segmentation on extremely-imbalanced photovoltaic module cells images

no code implementations10 Nov 2022 Jianye Yi, Xiaopin Zhong, Weixiang Liu, Zongze Wu, Yuanlong Deng, Zhengguang Wu

This extreme imbalance makes it difficult to segment the THC of PV module cells, which is also a challenge for semantic segmentation.

Semantic Segmentation

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