Search Results for author: Yicong Chang

Found 3 papers, 3 papers with code

Monocular Depth Distribution Alignment with Low Computation

1 code implementation9 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".

Monocular Depth Estimation

Fast Road Segmentation via Uncertainty-aware Symmetric Network

1 code implementation9 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.

Autonomous Driving Road Segmentation

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