Research map / Detection and segmentation / Open-set and few-shot detection
Hedgehog Shape Priors for Multi-Object Segmentation
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 1 right kidney | F1 score: 0.05 -> 0.85 | Helped |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 2 right kidney | F1 score: 0.11 -> 0.69 | Helped |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 3 right kidney | F1 score: 0.85 -> 0.92 | Helped |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 1 left kidney | F1 score: 0.08 -> 0.96 | Helped |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 2 left kidney | F1 score: 0.48 -> 0.81 | Helped |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 3 left kidney | F1 score: 0.84 -> 0.93 | Helped |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 1 liver | F1 score: 0.93 -> 0.92 | Hurt |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 2 liver | F1 score: 0.91 -> 0.90 | Hurt |
| Add hedgehog shape constraints to Potts segmentation | Multi-object segmentation · Subject 3 liver | F1 score: 0.84 -> 0.92 | Helped |
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