That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation

Autor: Zepf, Kilian Maurus, Petersen, Eike Willi, Feragen, Aasa

Publikováno v: Zepf, K M, Petersen, E W & Feragen, A 2023, That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation . in Proceedings of Eleventh International Conference on Learning Representations . Eleventh International Conference on Learning Representations, Kigali, Rwanda, 01/05/2023 .

Segmentation uncertainty models predict a distribution over plausible segmentations for a given input, which they learn from the annotator variation in the training set. However, in practice these annotations can differ systematically in the way they

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https://orbit.dtu.dk/en/publications/382cfc08-3fcd-45d7-9560-288307645585