1 code implementation • ICCV 2023 • Mingyue Dong, Linxi Huan, Hanjiang Xiong, Shuhan Shen, Xianwei Zheng
This paper proposes a shape anchor guided learning strategy (AncLearn) for robust holistic indoor scene understanding.
1 code implementation • ICCV 2023 • Ziqiong Lu, Linxi Huan, Qiyuan Ma, Xianwei Zheng
The inference of topological principles is a key problem in structured reconstruction.
1 code implementation • 19 Nov 2020 • Linxi Huan, Nan Xue, Xianwei Zheng, wei he, Jianya Gong, Gui-Song Xia
This paper presents a context-aware tracing strategy (CATS) for crisp edge detection with deep edge detectors, based on an observation that the localization ambiguity of deep edge detectors is mainly caused by the mixing phenomenon of convolutional neural networks: feature mixing in edge classification and side mixing during fusing side predictions.
Ranked #2 on Edge Detection on MDBD
no code implementations • 27 Jun 2019 • Xianwei Zheng, Linxi Huan, Hanjiang Xiong, Jianya Gong
In this paper, a practical and efficient edge-aware neural network is presented for semantic segmentation.