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RockFormer: A U-shaped transformer network for Martian rock segmentation
Martian rock segmentation aims to separate rock pixels from background, which plays a
crucial role in downstream tasks, such as traversing and geologic analysis by Mars rovers …
crucial role in downstream tasks, such as traversing and geologic analysis by Mars rovers …
Finally! insights into the arches lunar planetary exploration analogue campaign on etna in summer 2022
This paper summarises the first outcomes of the space demonstration mission of the
ARCHES project which could have been performed this year from 13 june until 10 july on …
ARCHES project which could have been performed this year from 13 june until 10 july on …
Preliminary results for the multi-robot, multi-partner, multi-mission, planetary exploration analogue campaign on mount etna
This paper was initially intended to report on the outcome of the twice postponed
demonstration mission of the ARCHES project. Due to the global COVID pandemic, it has …
demonstration mission of the ARCHES project. Due to the global COVID pandemic, it has …
Mobile manipulation of a laser-induced breakdown spectrometer for planetary exploration
Laser-induced Breakdown Spectroscopy (LIBS) is an established analytical technique to
measure the elemental composition of rocks and other matter on the Martian surface. We …
measure the elemental composition of rocks and other matter on the Martian surface. We …
CLOVER: Contrastive Learning for Onboard Vision-Enabled Robotics
Current deep-learning models employed by the planetary science community are
constrained by a dearth of annotated training data for planetary images. Current models also …
constrained by a dearth of annotated training data for planetary images. Current models also …
Uncertainty estimation for planetary robotic terrain segmentation
Terrain Segmentation information is crucial input for current and future planetary robotic
missions. Labeling training data for terrain segmentation is a difficult task and can often …
missions. Labeling training data for terrain segmentation is a difficult task and can often …
Resyris-a real-synthetic rock instance segmentation dataset for training and benchmarking
The exploration of our solar system for understanding its creation and investigating potential
chances of life on other celestial bodies is a fundamental drive of human mankind. After …
chances of life on other celestial bodies is a fundamental drive of human mankind. After …
Autonomous rock instance segmentation for extra-terrestrial robotic missions
M Durner, W Boerdijk, Y Fanger… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
The collection and analysis of extra-terrestrial matter are two of the main motivations for
space exploration missions. Due to the inherent risks for participating astronauts during …
space exploration missions. Due to the inherent risks for participating astronauts during …
Interactive OAISYS: A photorealistic terrain simulation for robotics research
Photorealistic simulation pipelines are crucial for the development of novel robotic methods
and modern machine vision approaches. Simulations have been particularly popular for …
and modern machine vision approaches. Simulations have been particularly popular for …