VDDT: Improving Vessel Detection with Deformable Transfomer

no code implementations • EITCE '22: Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering 2023 • Siyu Chen, Yiling Liu, Jinhe Su, Ruixin Zheng, Zhihui Chen, Lefan Wang

In this paper, we use Deformable DETR as the baseline model and modify it on top of that.

Decoder Object +3

Clustering Enabled Few-Shot Load Forecasting

no code implementations • 16 Feb 2022 • Qiyuan Wang, Zhihui Chen, Chenye Wu

While the advanced machine learning algorithms are effective in load forecasting, they often suffer from low data utilization, and hence their superior performance relies on massive datasets.

Clustering Load Forecasting

Fast-Spherical-Projection-Based Point Cloud Clustering Algorithm

no code implementations • 02/05 2022 • Zhihui Chen, Hao Xu, Junxuan Zhao, and Hongchao Liu

To contribute to better roadside LiDAR-based transportation facilities, this paper presents a fast-spherical-projection-based clustering algorithm (FSPC) for real-time LiDAR data processing with higher clustering accuracy and noise handling.

Autonomous Driving Clustering

Hallucinated Adversarial Learning for Robust Visual Tracking

no code implementations • 17 Jun 2019 • Qiangqiang Wu, Zhihui Chen, Lin Cheng, Yan Yan, Bo Li, Hanzi Wang

Incorporating such an ability to hallucinate diverse new samples of the tracked instance can help the trackers alleviate the over-fitting problem in the low-data tracking regime.

Visual Tracking