10 DAILY WACV Saturday Poster Presentation Valles Marineris is a system of canyons covering a vast area on Mars, equivalent to the size of the USA. The area is considered a museum of landslides, providing valuable clues about the planet’s geological history. Landslides, triggered by events such as volcanic activities, earthquakes, or heavy rainfall, play a crucial role in shaping the planet’s morphology. Besides the evidence of life, early Mars showed similar conditions to what we have now on Earth, and understanding these events can offer insights into Mars’s past and Earth’s current and future challenges, such as climate change. Abel has compiled a benchmark dataset incorporating various satellite image modalities from Mars missions, including NASA’s Viking Mission and the 2001 Mars Odyssey orbiter mission. “We have information MarsLS-Net: Martian Landslides Segmentation Network and Benchmark Dataset Abel Reyes is a Graduate Research Assistant and PhD student at Michigan Technological University. In this paper, he introduces a benchmark dataset and deep learning architecture for studying landslides on Mars. He speaks to us ahead of his virtual poster session today.
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