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Updated: Jan 11, 2026

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技术说明:图像大小对使用机器学习分析血迹模式的影响.

Ainaz Alavi1, Theresa Stotesbury2, Peter R Lewis3

  • 1Faculty of Business and Information Technology, Ontario Tech University, 2000 Simcoe St N, Oshawa, L1G 0C5, Ontario, Canada; Faculty of Science, Forensic Science Ontario Tech University, 2000 Simcoe St N, Oshawa, L1G 0C5, Ontario, Canada.

Forensic science international
|November 16, 2025
PubMed
概括

高分辨率图像对于使用机器学习 (ML) 准确地分类血迹模式并非必不可少. 具有较少特征的简化模型也实现了可比的准确性,这表明更有效的法医图像分析是可能的.

关键词:
血液污点模式分析分析.图像分辨率的影响.高分辨率与低分辨率之间的区别图像分辨率 图像分辨率 图像分辨率机器学习在法医科学中的应用模式识别 模式识别 模式识别随机的森林分类器是随机的森林分类器.

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