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Framework for more standardized evaluation of crater detection algorithms

Crater detection algorithms’ (CDAs) applications range from approximating the age of a planetary surface and autonomous landing to planets and asteroids to advanced statistical analyses [ASR, 33, 2281-2287]. The simplest evaluation of CDAs is visual comparison of detected craters with topography. More advanced evaluations include comparison with craters’ catalogue(s) and cumulative size-frequency distribution(s), as well as use of Receiver Operating Characteristics (ROC). However, in order for evaluation results from different papers to be comparable, more standardized evaluation of CDAs is required.

crater detection

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