Prompt Driven Multimodal Large Language Models for Concrete Defect Identification
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DOI: 10.1109/access.2025.3605263
Abstract: Detecting surface defects in concrete structures is essential for ensuring structural safety; however, traditional methods have limitations, including subjectivity and heavy data dependency. This study proposes using pretrained multimodal large and small language models (LLM/SLM),… read more here.
Keywords: shot; concrete defect; language; multimodal large ... See more keywords
Rapid Identification Method for Concrete Defect Boundaries Based on Acoustic-Mode Gradient Analysis
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DOI: 10.3390/buildings15142569
Abstract: Concrete is extensively utilized in infrastructure projects. However, issues like construction quality and external loads can lead to the formation of thin-plate-like voids with considerable aspect ratios, posing serious safety risks and highlighting the need… read more here.
Keywords: defect boundaries; concrete defect; point; boundaries based ... See more keywords