LDMP-RENet: Reducing intra-class differences for metal surface defect few-shot semantic segmentation.

Given their fast generalization capability for unseen classes and segmentation ability at pixel scale, models based on few-shot segmentation perform well in solving data insufficiency problems during metal defect detection and in delineating refined objects under industrial scenarios. Extant researche...

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Bibliographic Details
Main Authors: Jiyan Zhang, Hanze Ding, Zhangkai Wu, Ming Peng, Yanfang Liu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0318553
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