A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images

@article{Persello2010ANP,
  title={A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images},
  author={Claudio Persello and Lorenzo Bruzzone},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  year={2010},
  volume={48},
  pages={1232-1244}
}
This paper presents a novel protocol for the accuracy assessment of the thematic maps obtained by the classification of very high resolution images. As the thematic accuracy alone is not sufficient to adequately characterize the geometrical properties of high-resolution classification maps, we propose a protocol that is based on the analysis of two families of indices: 1) the traditional thematic accuracy indices and 2) a set of novel geometric indices that model different geometric properties… CONTINUE READING
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