Crater detection in multi-ring basins of mercury
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Data
2015-01-01
Autores
Pedrosa, Miriam M. [UNESP]
Pina, Pedro
Machado, Marlene
Bandeira, Lourenço
da Silva, Erivaldo A. [UNESP]
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Resumo
This paper presents the automated detection of impact craters on large regions of Mercury. The processing sequence is composed by three main phases: the first consists on creating the image mosaics of the large areas of interest, the second by finding crater candidates on these mosaics, and finally by extracting a set of features that are used in the classification by SVM-Support Vector Machine in the third phase. The detections are performed on images acquired by the MDIS-NAC camera of MESSENGER probe covering three large basins on Mercury (Rachmaninoff, Mozart and Raditladi).
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Automatic detection, Image processing, Mercury, Pattern recognition
Como citar
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9117, p. 522-529.