Fusion for Evaluation of Image Classification in Uncertain Environments

Details Fusion for Evaluation of Image Classification in Uncertain Environments Fusion for Evaluation of Image Classification in Uncertain Environments

2008-05-26

arxiv.org/abs/0805.3935v1

Dans Proceeding of the 9th International Conference on Information Fusion - Information Fusion, Florence : Italie (2006)

Computer Science

Artificial Intelligence

Scientific paper

We present in this article a new evaluation method for classification and segmentation of textured images in uncertain environments. In uncertain environments, real classes and boundaries are known with only a partial certainty given by the experts. Most of the time, in many presented papers, only classification or only segmentation are considered and evaluated. Here, we propose to take into account both the classification and segmentation results according to the certainty given by the experts. We present the results of this method on a fusion of classifiers of sonar images for a seabed characterization.

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