Current benchmarking of topology-aware segmentation is distorted by connectivity choices, label artifacts, and entangled metrics, which together can invert method rankings.
In: 2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)
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Pitfalls of topology-aware image segmentation
Current benchmarking of topology-aware segmentation is distorted by connectivity choices, label artifacts, and entangled metrics, which together can invert method rankings.