1 code implementation • 2 Jan 2024 • Feng Xue, Yicong Chang, Tianxi Wang, Yu Zhou, Anlong Ming
Note that obstacle and reflection can be separated by the ground plane in 3D space.
1 code implementation • 9 Mar 2022 • Fei Sheng, Feng Xue, Yicong Chang, Wenteng Liang, Anlong Ming
In this paper, we model the majority of accuracy contrast between them as the difference of depth distribution, which we call "Distribution drift".
1 code implementation • 9 Mar 2022 • Yicong Chang, Feng Xue, Fei Sheng, Wenteng Liang, Anlong Ming
The high performance of RGB-D based road segmentation methods contrasts with their rare application in commercial autonomous driving, which is owing to two reasons: 1) the prior methods cannot achieve high inference speed and high accuracy in both ways; 2) the different properties of RGB and depth data are not well-exploited, limiting the reliability of predicted road.