通过骨骼微结构自动估计人类死亡年龄

Ijaz Khan, M. Jamil, T. Ibrahim, F. Nor
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引用次数: 5

摘要

本文提出了一种基于图像处理和模式识别技术的人类死亡年龄自动估计方法。骨样本取自马来西亚人的尺骨、桡骨、肱骨、股骨、胫骨和腓骨。选取10种不同的骨微结构进行分析,建立年龄估计的回归方程。采用图像预处理和纹理提取算法提取所选微结构。针对马来西亚人口年龄的自动估计,提出了不同的分类方法。本文对骨骸碎片的计算和法医种群样本的年龄估计具有重要意义。
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Automated human age estimation at death via bone microstructures
This paper present a proposed method for automatic human age at death estimation using image processing and pattern recognition techniques. The bone samples are taken from ulna, radius, humerus, femur, tibia and fibula of Malaysian population. Ten different bone microstructures are selected for analysis in order to create regression equation for age estimation. Selected microstructure can be extracted using image preprocessing and texture extraction algorithms. Different classification methods are proposed for automatic human age estimation in Malaysian population. This paper provide significant implications in the computation of fragmentary skeletal remains and forensic population samples for age estimation purpose.
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