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Martian Dust Devil Detection Based on Improved Faster R-CNN

A dust devil is an important part of the Martian climate system, which can help us better understand scientific questions of the climate, surface–atmosphere interactions, aeolian processes, and regolith on Mars. Therefore, the automatic detection of dust devils from Mars orbiter images is bec...

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Principais autores: Zexin Guo, Yi Xu, Dagang Li, Yemeng Wang, Kim-Chiu Chow, Renrui Liu, Qiquan Yang
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2024-01-01
coleção:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Assuntos:
Dust devil
faster region-based convolution neural network (faster R-CNN)
feature pyramid network (FPN)
K-means++
Mars
region of interest align (ROI align)
Acesso em linha:https://ieeexplore.ieee.org/document/10453939/
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