no code implementations • 22 Jan 2024 • Boyuan Zhu, Fagui Liu, Xi Chen, Quan Tang
Recently, scene text detection has received significant attention due to its wide application.
1 code implementation • 10 Aug 2023 • Quan Tang, Chuanjian Liu, Fagui Liu, Yifan Liu, Jun Jiang, BoWen Zhang, Kai Han, Yunhe Wang
Aggregation of multi-stage features has been revealed to play a significant role in semantic segmentation.
1 code implementation • ICCV 2023 • Quan Tang, BoWen Zhang, Jiajun Liu, Fagui Liu, Yifan Liu
Experiments suggest that the proposed DToP architecture reduces on average $20\% - 35\%$ of computational cost for current semantic segmentation methods based on plain vision transformers without accuracy degradation.
no code implementations • IEEE Transactions on Intelligent Transportation Systems 2021 • Quan Tang, Fagui Liu, Jun Jiang, Yu Zhang
Current scene segmentation methods suffer from cumbersome model structures and high computational complexity, impeding their applications to real-world scenarios that require real-time processing.
3 code implementations • 27 Feb 2020 • Quan Tang, Fagui Liu, Tong Zhang, Jun Jiang, Yu Zhang
The way features propagate in Fully Convolutional Networks is of momentous importance to capture multi-scale contexts for obtaining precise segmentation masks.
Ranked #23 on Semantic Segmentation on SUN-RGBD (using extra training data)