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Implementation of Ancuti19 #150

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Merged
merged 5 commits into from
May 22, 2025
Merged

Implementation of Ancuti19 #150

merged 5 commits into from
May 22, 2025

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svobodovaLucie
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Implementation of the Ancuti19 image decolorization method as described in:

C. Ancuti, C. O. Ancuti, M. Feixas, and M. Sbert, Image Decolorization Based on Information Theory, Proc. IEEE ICIP 2019, pp. 3242–3246. doi:10.1109/ICIP.2019.8803485

The implementation includes:

  • Grayscale conversion using global and local weight maps (TMOAncuti19)
  • Pre-trained ICA model stored as ica_model.yml in the TMOAncuti19 directory, used for computing the global saliency map
  • A train_ICA directory containing the code and instructions for training the ICA model on a dataset of grayscale images

@cadik cadik merged commit ba23f70 into cadik:master May 22, 2025
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2 participants