3D Reconstruction Method of Space Target on Optical Images with Wide Baseline via Neural Radiance Field

نویسندگان

چکیده

Abstract 3D reconstruction of space targets using optical measurement data is an important topic in the field surveillance and spacecraft service orbit. The core current mainstream methods to establish feature association between images. In space-based imaging scenes, texture target region missing range view large, which causes great difficulties extraction matching image sequences. Neural radiance technology does not need extract explicit features, its implicit expression scenes has potential for solving problems weak broad baseline cases. Therefore, a novel method sequence images based on neural proposed. proposed breaks through limitation traditional rely rich narrow Simulation experiments show that compared with existing wide baseline, our performs better terms accuracy completeness.

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ژورنال

عنوان ژورنال: Journal of physics

سال: 2022

ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']

DOI: https://doi.org/10.1088/1742-6596/2347/1/012019