Hair artifacts in dermoscopic images significantly hinder the accurate diagnosis of melanoma and other skin conditions by obscuring critical lesion details. To address this challenge, we introduce DPA ...

In decoding stage, the decoder aggregates the features from dual-stream encoder by the feature enhancement module with skip-connection to improve the final fastener pixel-level detection results.