Scientific Papers

Mars Lab

CHOROMAŃSKI, Kamil, KOZAKIEWICZ, Joanna, SOBUCKI, Mateusz, PILARSKA-MAZUREK, Magdalena and OLSZEWSKI, Robert, 2022. Analysis of ensemble of neural networks and fuzzy logic classification in process of semantic segmentation of Martian geomorphological settings. In: FRED, Ana, SANSONE, Carlo, GUSIKHIN, Oleg and MADANI, Kurosh (eds.), DeLTA 2022 : proceedings of the 3rd International Conference on Deep Learning Theory and Applications : Lisbon – Portugal, July 12-14, 2022. Online. p. 184–192. ISBN 978-989-758-584-5.

KOZAKIEWICZ, Joanna, DLUZEWSKI, M., ROTNICKA, J., SOBUCKI, Mateusz, MICHAELS, T., PILARSKA-MAZUREK, M., KRZEMIEŃ, Kazimierz, NOWAK, Leszek, OLSZEWSKI, R., FRODYMA, Nikodem, PODBIELSKA, A. and CHOROMANSKI, K., 2024. Coarse-grained ripples investigated by the Opportunity rover on Meridiani Planum, Mars. Journal of Geophysical Research. Planets. Online. 2024. Vol. 129, no. 3. DOI 10.1029/2023JE008225.
https://ruj.uj.edu.pl/bitstreams/0769c0d9-2dc8-45b1-956f-e257744c8c6c/download

CHOROMAŃSKI, Kamil, KOZAKIEWICZ, Joanna, SOBUCKI, Mateusz, PILARSKA-MAZUREK, Magdalena and OLSZEWSKI, Robert, 2022. Multisource classification of Meridiani Planum’s aeolian landscape Using HiRISE and opportunity images analysis based on deep learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Online. 2022. Vol. 15, p. 9963–9975. DOI 10.1109/JSTARS.2022.3222940.
https://ruj.uj.edu.pl/bitstreams/45312eb5-1e3b-45b0-be45-591311b839e2/download

KOZAKIEWICZ, Joanna, KANIA, Maciej, SALATA, Dorota and NOWAK, Leszek, 2023. Sands on Meridiani Planum, Mars. Journal of Geophysical Research. Planets. Online. 2023. Vol. 128, no. 10. DOI 10.1029/2023JE007804.
https://ruj.uj.edu.pl/bitstreams/dbe6b484-4f02-4196-8be9-193bc4ba02e6/download