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Semi-supervised semantic segmentation with confidence-driven consistency learning

delete2025-07-09
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PRE
AI
F
Fangqing Sheng
Y
Ye Zhu
L
Lijiao Jin
J
Jianjian Yin
DOI:10.1016/j.eswa.2025.128965delete
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Abstract

Abstract

En 中文
• The CDCL is proposed to fully exploit the information in unlabeled data. • The RPR strategy reduces inter-class competition and enhances prediction certainty. • The NLA module is designed to extract robust information from low-confidence pixels. • Experimental results on two benchmark datasets demonstrate the superiority of CDCL.

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
3.0W
Citations:
10.2W

Organization

No organization information available
Cited Papers

Cited Papers

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