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Open access Aug 2026

Research on Hyperspectral-Based Feature Set Construction and Machine Learning Inversion for Mixed Salts Characteristics in Murals

Abstract. To enable non-destructive quantitative identification of mixed salts in mural plaster layers, hyperspectral data were collected from Na₂SO₄-CaCl₂ mixed-salt samples. Based on these data, a method integrating spectral preprocessing, feature-set construction, and machine-learning inversion was proposed. First,...

Wen-Xuan Lin, S. Lyu, Bo Ning et al. · 0 citations
Open access Aug 2026

High-Precision Registration of Grotto Point Clouds Using Multi-Source Data Fusion

Abstract. To address the challenges of large initial pose discrepancies in grotto point clouds acquired from multiple sources, complex local geometric structures, significant noise interference, and the tendency of traditional ICP algorithms to fall into local optima, a high-precision point cloud registration method is...

Jinru Li, M. Hou, Bo Ning et al. · 0 citations

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