Mars Crater Segmentation Dataset

Mars Crater Segmentation Dataset

Citation Author(s):
Danielle
DeLatte
Sarah
Crites
Nicholas
Guttenberg
Elizabeth
Tasker
Takehisa
Yairi
Submitted by:
Danielle DeLatte
Last updated:
Sun, 02/03/2019 - 10:54
DOI:
10.21227/aw50-vb15
Data Format:
License:
Creative Commons Attribution
Dataset Views:
102
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This dataset is a companion to a paper, "Segmentation Convolutional Neural Networks for Automatic Crater Detection on Mars" by DeLatte et al. These are the segmentation target files for the three targets described in the paper: solid filled, thicker edge, and thinner edge. 

Instructions: 

These files match with the tiles that can be downloaded from the THEMIS Daytime IR Global Mosaic: http://www.mars.asu.edu/data/thm_dir/

 

Included here are the 24 tiles ±30º latitude, 0-360º longitude. (Each tile is 30º by 30º, 7680 x 7680 pixels, and has a resolution of 256 pixels per degree).

 

To use for segmentation, download the corresponding THEMIS Daytime IR Global Mosaic tiles and this dataset can be used as the target images for segmentation. 

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[1] , "Mars Crater Segmentation Dataset", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/aw50-vb15. Accessed: May. 20, 2019.
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title = {Mars Crater Segmentation Dataset},
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TY - DATA
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. (2019). Mars Crater Segmentation Dataset. IEEE Dataport. http://dx.doi.org/10.21227/aw50-vb15
, 2019. Mars Crater Segmentation Dataset. Available at: http://dx.doi.org/10.21227/aw50-vb15.
. (2019). "Mars Crater Segmentation Dataset." Web.
1. . Mars Crater Segmentation Dataset [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/aw50-vb15
. "Mars Crater Segmentation Dataset." doi: 10.21227/aw50-vb15