An automated method for the generation of bloodstain pattern metrics from images of blood spatter patterns

IF 2.2 3区 医学 Q1 MEDICINE, LEGAL Forensic science international Pub Date : 2024-08-20 DOI:10.1016/j.forsciint.2024.112200
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Abstract

An improved automated bloodstain pattern analysis method has been developed and validated, which utilises computer vision techniques to identify bloodstains on a plain background within a digital image. The method generates metrics relating to the individual stains as well as the overall pattern, including bloodstain pattern specific metrics such as the gamma angle, circularity, solidity, area of convergence, stain density and pattern linearity. This method provides an objective approach to the analysis of bloodstains and bloodstain patterns and can generate a wealth of quantitative data that is currently not obtainable using manual techniques or other image-based programs currently utilised in the discipline. This method will be useful to analysts and researchers investigating the application of quantitative methods to bloodstain pattern analysis.

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从血液喷溅模式图像生成血迹模式度量的自动方法
开发并验证了一种改进的自动血迹图案分析方法,该方法利用计算机视觉技术在数字图像中识别普通背景上的血迹。该方法可生成与单个血迹和整体图案相关的指标,包括血迹图案的特定指标,如伽马角、圆度、实心度、会聚区域、血迹密度和图案线性度。这种方法为分析血迹和血迹图案提供了一种客观的方法,并可生成大量量化数据,而这些数据是目前使用人工技术或该学科目前使用的其他基于图像的程序所无法获得的。这种方法对研究血迹模式分析定量方法应用的分析师和研究人员非常有用。
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来源期刊
Forensic science international
Forensic science international 医学-医学:法
CiteScore
5.00
自引率
9.10%
发文量
285
审稿时长
49 days
期刊介绍: Forensic Science International is the flagship journal in the prestigious Forensic Science International family, publishing the most innovative, cutting-edge, and influential contributions across the forensic sciences. Fields include: forensic pathology and histochemistry, chemistry, biochemistry and toxicology, biology, serology, odontology, psychiatry, anthropology, digital forensics, the physical sciences, firearms, and document examination, as well as investigations of value to public health in its broadest sense, and the important marginal area where science and medicine interact with the law. The journal publishes: Case Reports Commentaries Letters to the Editor Original Research Papers (Regular Papers) Rapid Communications Review Articles Technical Notes.
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