Multi-task-based spiral weld X-ray image detection framework

doi:10.1016/j.autcon.2025.106555

Multi-task-based spiral weld X-ray image detection framework

2025-10-01

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DOI：10.1016/j.autcon.2025.106555

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• Multi-task learning framework assesses three weld quality tasks at once. • Intelligent system automates spiral weld defect detection. • State space model boosts defect detection accuracy. • Method shows robust performance on complex images and limited data. • Public datasets of spiral weld images are constructed and released.

Multi-task-based spiral weld X-ray image detection framework

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