Search Results for author: Fuya Luo

Found 3 papers, 1 papers with code

Unsupervised Visual Odometry and Action Integration for PointGoal Navigation in Indoor Environment

no code implementations2 Oct 2022 Yijun Cao, Xianshi Zhang, Fuya Luo, Chuan Lin, YongJie Li

To improve the PointGoal navigation accuracy without GPS signal, we use visual odometry (VO) and propose a novel action integration module (AIM) trained in unsupervised manner.

Navigate PointGoal Navigation +1

Learning Generalized Visual Odometry Using Position-Aware Optical Flow and Geometric Bundle Adjustment

no code implementations22 Nov 2021 Yijun Cao, Xianshi Zhang, Fuya Luo, Peng Peng, YongJie Li

The experiments show that the proposed system not only achieves comparable performance with other state-of-the-art self-supervised learning-based methods on the KITTI dataset, but also significantly improves the generalization capability compared with geometry-based, learning-based and hybrid VO systems on the noisy KITTI and the challenging outdoor (KAIST) scenes.

Depth Estimation Motion Estimation +4

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