Poisson-based image editing for semi-supervised vitiligo lesion segmentation with limited annotations

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Jiacong Wang, Xiaolan Ding, Jun Xiao

Published: 01 Jan 2023, Last Modified: 14 May 2025Comput. Biol. Medicine 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Newly proposed Bimodal Vitiligo Lesions Segmentation (BVLS) dataset for research in this area.•A novel data augmentation strategy synthesizes high-quality samples from limited annotated data.•Mining reliable pseudo-labels for unlabeled samples using the Mean-Teacher frame work.