Terrestrial planets and their moons have impact craters, contributing significantly to the complex geomorphology of planetary bodies in our Solar System. Traditional crater …
Y Zhao, H Ye - IEEE Journal of Selected Topics in Applied …, 2023 - ieeexplore.ieee.org
Identification of craters plays an essential role in planetary exploration. This article proposes a new neural network, called Square U-Net (SqUNet) for automatic detection of craters using …
Y Liu, J Lai, M Xie, J Zhao, C Zou, C Liu, Y Qian… - Remote Sensing, 2024 - mdpi.com
Impact craters are extensively researched geological features that contribute to various aspects of lunar science, such as evaluating the model age, regolith thickness, etc. The …
D Miao, J Yan, Z Tu, JP Barriot - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Lunar craters are essential for spacecraft landing navigation and lunar exploration missions. Deep learning holds great promise in the crater detection task, but still faces some …
Z Cao, Z Kang, T Hu, Z Yang, L Zhu, C Ye - Icarus, 2024 - Elsevier
Deep learning-based crater detection algorithms have made remarkable progress in the fields of space science and engineering, establishing themselves as the leading solutions …
A Tewari, N Khanna - arXiv preprint arXiv:2402.05068, 2024 - arxiv.org
Craters are one of the most studied planetary features used for different scientific analyses, such as estimation of surface age and surface processes. Satellite images utilized for crater …
M Rodda, S McLeod, KC Pham, TJ Chin - arXiv preprint arXiv:2406.04569, 2024 - arxiv.org
As space missions aim to explore increasingly hazardous terrain, accurate and timely position estimates are required to ensure safe navigation. Vision-based navigation achieves …
W Liu, X Wang, M Zeng - Optics Letters, 2022 - opg.optica.org
Forward prediction of directional scattering from all-dielectric nanostructures by a two-level nested U-shaped convolutional neural network (U^ 2-Net) is investigated. Compared with …
The terrestrial planets, including the Moon, Earth, and Mars, have impact craters, contributing significantly to the solar system's complex geomorphology. However …