Target Localization for Autonomous Landing Site Detection: A Review and Preliminary Result with Static Image Photogrammetry
The advancement of autonomous technology in Unmanned Aerial Vehicles (UAVs) has
piloted a new era in aviation. While UAVs were initially utilized only for the military, rescue …
piloted a new era in aviation. While UAVs were initially utilized only for the military, rescue …
YOLOLens: A deep learning model based on super-resolution to enhance the crater detection of the planetary surfaces
The impact crater detection offers a great scientific contribution in analyzing the geological
processes, morphologies and physical properties of the celestial bodies and plays a crucial …
processes, morphologies and physical properties of the celestial bodies and plays a crucial …
CraterdaNet: A convolutional neural network for small-scale crater detection via synthetic-to-real domain adaptation
H Yang, X Xu, Y Ma, Y Xu, S Liu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Currently, deep neural networks have gained impressive performance for object detection
when plenty of labeled training data are available. However, a substantial quantity of …
when plenty of labeled training data are available. However, a substantial quantity of …
Automatic detection for small-scale lunar impact crater using deep learning
S Zhang, P Zhang, J Yang, Z Kang, Z Cao… - Advances in Space …, 2024 - Elsevier
The impact crater is the most dominant geomorphic structural units over the planetary
surface and its accurate extraction is of great significance to investigate the evolution of the …
surface and its accurate extraction is of great significance to investigate the evolution of the …
Cross-attention induced multilayer domain adaptation network for extraction of sub-kilometer craters from HiRIC images
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 …
fields of space science and engineering, establishing themselves as the leading solutions …
Coupling complementary strategy to U-net based convolution neural network for detecting lunar impact craters
Y Mao, R Yuan, W Li, Y Liu - Remote Sensing, 2022 - mdpi.com
Lunar crater detection plays an important role in lunar exploration, while machine learning
(ML) exhibits promising advantages in the field. However, previous ML works almost all …
(ML) exhibits promising advantages in the field. However, previous ML works almost all …
Elcd: Efficient lunar crater detection based on attention mechanisms and multiscale feature fusion networks from digital elevation models
L Fan, J Yuan, K Zha, X Wang - Remote Sensing, 2022 - mdpi.com
The detection and counting of lunar impact craters are crucial for the selection of detector
landing sites and the estimation of the age of the Moon. However, traditional crater detection …
landing sites and the estimation of the age of the Moon. However, traditional crater detection …
Shallow Subsurface Structure of the Moon: Key Questions for Future Exploration
Z Kang, X Xu, Y Xu, S Yao, Z Lei, B Zhang… - Space: Science & …, 2024 - spj.science.org
Lunar shallow subsurface structure is important in revealing the formation and evolution of
the Moon. Therefore, a review of key issues in the lunar shallow subsurface structure will …
the Moon. Therefore, a review of key issues in the lunar shallow subsurface structure will …
Planet craters detection based on unsupervised domain adaptation
Z Zhang, Y Xu, J Song, Q Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The detection and localization of craters on the Moon and other planets play an essential
role in planet landing, spacecraft navigation, and geologic study. Historically, craters …
role in planet landing, spacecraft navigation, and geologic study. Historically, craters …
Three-Dimensional Reconstruction and Geometric Morphology Analysis of Lunar Small Craters within the Patrol Range of the Yutu-2 Rover
X Xu, X Fu, H Zhao, M Liu, A Xu, Y Ma - Remote Sensing, 2023 - mdpi.com
Craters on the lunar surface are the most direct method for the study of geological processes
and are of great significance to the study of lunar evolution. In order to fill the research gap …
and are of great significance to the study of lunar evolution. In order to fill the research gap …