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SVM classification of original spectral features fused with Haralick features.

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An Object-Based Approach to VHR Image Classification

This is an improved version of the code used to generate the results of [1]. Please refer to [1] for more details. Please cite [1] if you are to use the dataset.

[1] S. B. Asma and D. Abdelhamid, "An Object-Based Approach To VHR Image Classification," 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), Tunis, Tunisia, 2020, pp. 93-96, doi: 10.1109/M2GARSS47143.2020.9105140.

Dependencies

  • python == 3.7
  • numpy == 1.21.6
  • pandas == 1.3.5
  • sklearn == 1.0.2
  • cv2 == 3.4.2
  • matplotlib == 3.1.3
  • skimage == 0.19.2
  • scipy == 1.7.3
  • PIL == 7.0.0

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SVM classification of original spectral features fused with Haralick features.

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