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新疆维吾尔自治区地质研究院

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№ CN122946863AInvention
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基于迭代优化与聚类分析的光谱吸收特征智能检测方法

本发明涉及光谱吸收特征智能检测技术领域，尤其涉及一种基于迭代优化与聚类分析的光谱吸收特征智能检测方法。所述方法包括以下步骤：获取待检测的光谱数据文件，基于光谱数据文件进行头文件解析与缺失信息推断，得到完整光谱参数数据；基于完整光谱参数数据，对光谱曲线进行迭代式连续统基线拟合，得到去除连续统后的光谱数据；基于去除连续统后的光谱数据，进行吸收特征识别与多参数量化计算，得到吸收特征参数集合；基于吸收特征参数集合，对所有光谱曲线的吸收特征进行聚类整合与置信度筛选，得到高置信度吸收特征结果；本发明通过光谱吸收特征智能检测，以实现从原始数据到高置信度特征结果的闭环处理。

❖新疆维吾尔自治区地质研究院刘超; 匡薇; 田江涛Oct 20, 2026§ 1/10 ClaimsG06F 18/23211 (2023.01), G06N 5/04 (2023.01), G06F 16/16 (2019.01) +4