Automatic slope streak detection on Mars
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Data
2015-10-23
Autores
Puga, Fernanda [UNESP]
Silva, Erivaldo A. [UNESP]
Pina, Pedro
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Resumo
An algorithm to detect slope streaks on Mars is presented in this paper. It is mainly based on morphological operators and consists of three steps: 'pre-processing' with connected operators to filter small structures and shadows, 'detection' with top-hat, Otsu binarisation and thinning/pruning-reconstruction operations and by a 'post-processing' to remove non-elongated objects. The algorithm is successfully tested on very high resolution images (0.25-6.5 m/pixel) of HiRISE and MOC cameras on different locations of Mars.
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feature detection, Mars, Mathematical Morphology, Slope streaks
Como citar
9th International Symposium on Image and Signal Processing and Analysis, ISPA 2015, p. 98-101.