This is an improved version of the code used to generate the results of [1]. Please refer to [1] for more details. Note that the dataset isn't the same as in the published paper. If you are to use the dataset, please cite [2].
[1]
B. A. Semcheddine and A. Daamouche, "Adaptive Matched Filters for VHR Image Classification," 2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS),
Istanbul, Turkey, 2022, pp. 50-53, doi: 10.1109/M2GARSS52314.2022.9839931.
[2]
R. C. Daudt, B. Le Saux, A. Boulch, and Y. Gousseau, “Multitask learning for large-scale semantic change detection,” Computer Vision and Image Understanding,
vol. 187, p. 102783, 2019. doi: 10.1016/j.cviu.2019.07.003.
- python == 3.7
- multiprocess == 0.70.11.1
- numpy == 1.21.6
- pandas == 1.3.5
- sklearn == 1.0.2
- scipy == 1.7.3
- cv2 == 3.4.2
- matplotlib == 3.1.3
- PIL == 7.0.0
- skimage == 0.19.2