The distinction matters because structural materials announce themselves in subtle ways.
Related work has demonstrated that systems coupling image fusion with classification models can also be compromised.
Subject of Research: Multi-modal AI recognition of building structural materials using language-model-generated text descriptions and adaptive decision fusion Article Title: A multi‑modal recognition method for building structural materials integrating structured text description and adaptive decision weighting Article References: Ma, M. (2026).
A multi‑modal recognition method for building structural materials integrating structured text description and adaptive decision weighting.
Discover Artificial Intelligence, 6(1), Article 1521. https://doi.org/10.1007/s44163-026-02462-y Image Credits: AI Generated DOI: 10.1007/s44163-026-02462-y