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ProcessChainForPolSARFeature

Hancrafted and shallow deep neural network for PolSAR feature extraction.
Handcrafted features:

  1. SAR polarimetric features - Pauli decomposition, Krogager decomposition, Freeman-Durden decomposition, Cloude and Pottier decomposition
  2. Texture based features - GLCM and LBP
  3. Color based features - MPEG-7
  4. Morphological features - opening and closing
  5. Shallow deep neural network - Autoencoder

Results - Oberpfaffenhofen dataset

Original image - False color composite Original

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Classification result - KNN
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Different PolSAR feature extraction and Process Chain

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