no code implementations • 19 Apr 2019 • Yunze Man, Yangsibo Huang, Junyi Feng, Xi Li, Fei Wu
Segmentation of pancreas is important for medical image analysis, yet it faces great challenges of class imbalance, background distractions and non-rigid geometrical features.
1 code implementation • 30 Mar 2020 • Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling
Real-time semantic video segmentation is a challenging task due to the strict requirements of inference speed.
no code implementations • CVPR 2020 • Yifeng Chen, Guangchen Lin, Songyuan Li, Bourahla Omar, Yiming Wu, Fangfang Wang, Junyi Feng, Mingliang Xu, Xi Li
Panoptic segmentation aims to perform instance segmentation for foreground instances and semantic segmentation for background stuff simultaneously.
no code implementations • 4 May 2020 • Songyuan Li, Junyi Feng, Xi Li
Based on the feature fusion, our Context Feature Rectification~(CFR) module learns the model's difference from a per-frame model to correct the warped features.
no code implementations • 8 Dec 2020 • Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xi Li, Xian-Sheng Hua
To the best of our knowledge, our CADDet is the first work to introduce dynamic routing mechanism in object detection.
1 code implementation • CVPR 2022 • Mu Hu, Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xiansheng Hua
Structural re-parameterization has drawn increasing attention in various computer vision tasks.