Do we really need dice? The hidden region-size biases of segmentation losses.
Bingyuan LiuJose DolzAdrian GaldranRiadh KobbiIsmail Ben AyedPublished in: Medical Image Anal. (2024)
Keyphrases
- optimal segmentation
- segmented images
- region segmentation
- image regions
- grey level
- segmentation method
- image segmentation
- boundary information
- segmentation algorithm
- segmented regions
- level set
- segmentation result
- multiscale
- homogeneous regions
- region growing
- level set framework
- watershed transformation
- foreground and background
- object segmentation
- energy function
- multiscale segmentation
- adjacent regions
- connected regions
- computational complexity
- region matching
- medical images
- geodesic active contours
- segmentation accuracy
- motion segmentation
- seed points
- input image
- object regions
- object contours
- region merging
- image processing