DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation

1 code implementation • CVPR 2021 • Xing Shen, Jirui Yang, Chunbo Wei, Bing Deng, Jianqiang Huang, Xiansheng Hua, Xiaoliang Cheng, Kewei Liang

Generally, a low-resolution grid is not sufficient to capture the details, while a high-resolution grid dramatically increases the training complexity.

Instance Segmentation Semantic Segmentation

Tracklets Predicting Based Adaptive Graph Tracking

no code implementations • 18 Oct 2020 • Chaobing Shan, Chunbo Wei, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Xiaoliang Cheng, Kewei Liang

It re-extracts the features of the tracklets in the current frame based on motion predicting, which is the key to solve the problem of features inconsistent.

Autonomous Driving Multi-Object Tracking +1

Deep Euler method: solving ODEs by approximating the local truncation error of the Euler method

no code implementations • 21 Mar 2020 • Xing Shen, Xiaoliang Cheng, Kewei Liang

In this paper, we propose a deep learning-based method, deep Euler method (DEM) to solve ordinary differential equations.