耳朵生物识别评估工具箱

Ž. Emeršič, P. Peer
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引用次数: 10

摘要

耳朵不像人脸那样受面部表情的影响,也不像指纹那样需要仔细检查。然而,有遮挡的问题,不同的闪电条件和角度。这些属性意味着最终结果在很大程度上取决于评估过程中所选择的数据库和分类程序。此外,结果度量标准通常很难比较,评估过程的不同部分掩盖了重要的步骤,并且通常动态构建的框架需要时间来开发。利用我们的工具箱,我们提出了解决这些问题的方法,使耳生物识别领域的发展更快。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toolbox for ear biometric recognition evaluation
Ears are not subjected to facial expressions like faces are and do not require closer inspection like fingerprints do. However, there is a problem of occlusion, different lightning conditions and angles. These properties mean that the final outcome depends heavily on the selected database and classification procedures used in the evaluation process. Moreover, the results metrics are often difficult to compare, different sections of evaluation procedure mask the important steps, and frameworks that are usually build on-the-fly take time to develop. With our toolbox we propose the solution to those problems enabling faster development in the field of ear biometric recognition.
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