Search Results for author: Naoyuki Miyashita

Found 4 papers, 1 papers with code

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

Video-Based Camera Localization Using Anchor View Detection and Recursive 3D Reconstruction

no code implementations7 Jul 2021 Hajime Taira, Koki Onbe, Naoyuki Miyashita, Masatoshi Okutomi

In this paper we introduce a new camera localization strategy designed for image sequences captured in challenging industrial situations such as industrial parts inspection.

3D Reconstruction Camera Localization

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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