Search Results for author: Zijie Jiang

Found 3 papers, 1 papers with code

EMR-MSF: Self-Supervised Recurrent Monocular Scene Flow Exploiting Ego-Motion Rigidity

no code implementations ICCV 2023 Zijie Jiang, Masatoshi Okutomi

In this paper, we propose a superior model named EMR-MSF by borrowing the advantages of network architecture design under the scope of supervised learning.

Motion Estimation Scene Flow Estimation +1

Self-Supervised Ego-Motion Estimation Based on Multi-Layer Fusion of RGB and Inferred Depth

1 code implementation3 Mar 2022 Zijie Jiang, Hajime Taira, Naoyuki Miyashita, Masatoshi Okutomi

In this paper, we investigate the effect of different fusion strategies for ego-motion estimation and propose a new framework for self-supervised learning of depth and ego-motion estimation, which performs ego-motion estimation by leveraging RGB and inferred depth information in a Multi-Layer Fusion manner.

Motion Estimation Self-Supervised Learning

VIO-Aided Structure from Motion Under Challenging Environments

no code implementations24 Jan 2021 Zijie Jiang, Hajime Taira, Naoyuki Miyashita, Masatoshi Okutomi

In this paper, we present a robust and efficient Structure from Motion pipeline for accurate 3D reconstruction under challenging environments by leveraging the camera pose information from a visual-inertial odometry.

3D Reconstruction Image Registration

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