Evaluation of Segmentation Quality via Adaptive Composition of Reference Segmentations

Bo Peng, Lei Zhang, Xuanqin Mou and Ming-Hsuan Yang

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Measure of Segmentation Quality

We developed a pixel based measure for segmentation evaluation. It allows for some reasonable geometric inconsistencies of the local boundaries in the segmentation. In combination with a global confidence value, the distance for the whole segmentation can be calculated as the average of all pixel-to-pixel distances to the composite reference segmentation image.