The paper claims degraded-image segmentation reduces to thresholding a pre-smoothed image with a local fitting energy, but its central optimality proof is circular.
Additive-bias-correction variational model for noisy and intensity-inhomogeneous image segmentation.SIAM Journal on Imaging Sciences, 18(2):1235–1259, 2025
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From level set evolution to threshold optimization: A grayscale level set framework for image segmentation
The paper claims degraded-image segmentation reduces to thresholding a pre-smoothed image with a local fitting energy, but its central optimality proof is circular.