Search Results for author: Yilin Cai

Found 2 papers, 1 papers with code

DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic Environments

1 code implementation17 Sep 2022 Shihao Shen, Yilin Cai, Wenshan Wang, Sebastian Scherer

Learning-based visual odometry (VO) algorithms achieve remarkable performance on common static scenes, benefiting from high-capacity models and massive annotated data, but tend to fail in dynamic, populated environments.

Motion Segmentation Semantic Segmentation +1

Dynamic Dense RGB-D SLAM using Learning-based Visual Odometry

no code implementations12 May 2022 Shihao Shen, Yilin Cai, Jiayi Qiu, Guangzhao Li

We propose a dense dynamic RGB-D SLAM pipeline based on a learning-based visual odometry, TartanVO.

Color Constancy Optical Flow Estimation +1

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