ISO/IEC TR 29198:2013 信息技术 生物测定 技术评估用指纹数据库难度的描述和测量

标准编号：ISO/IEC TR 29198:2013

中文名称：信息技术 生物测定 技术评估用指纹数据库难度的描述和测量

英文名称：Information technology — Biometrics — Characterization and measurement of difficulty for fingerprint databases for technology evaluation

发布日期：2013-12

标准范围

ISO/IEC TR 29198:2013提供了基于相对样本质量、相对旋转、变形和压痕之间的重叠来估计指纹识别评估数据集的“挑战性”或“压力”程度的指南。此外，它还建立了一种构建不同难度数据集的方法。它定义了指纹识别算法技术评估中使用的指纹数据集的相对难度水平。难度等级基于参考样品和探针样品在上述因素中的差异。ISO/IEC TR 29198:2013解决了以下问题:-表征可归因于从同一手指采集的样本之间的差异的难度水平，-开发用于通过聚集影响因素来表示指纹数据集的难度水平的统计方法，-比较不同指纹数据集的难度水平，-定义用于测试和报告为技术评估而收集的指纹数据集的难度水平的程序，-基于比较得分分析配对数据特征，-描述了用于构建用于评估的数据集的归档数据选择方法。它为比较指纹数据集的相对难度水平提供了指南。ISO/IEC TR 29198:2013范围之外的是:-定义各个指纹图像的质量，-定义用于评估或预测指纹识别算法的性能的方法或明确措施。

ISO/IEC TR 29198:2013 provides guidance on estimating how "challenging" or "stressing" is an evaluation dataset for fingerprint recognition, based on relative sample quality, relative rotation, deformation, and overlap between impressions. In addition, it establishes a method for construction of datasets of different levels of difficulty. It defines the relative level of difficulty of a fingerprint dataset used in technology evaluation of fingerprint recognition algorithms. Level of difficulty is based on differences between reference and probe samples in the aforementioned factors. ISO/IEC TR 29198:2013 addresses such issues as:- characterizing level of difficulty attributable to differences between samples acquired from the same finger,- developing statistical methodologies for representing the level of difficulty of a fingerprint dataset by aggregating influencing factors,- comparing the level of difficulty of different fingerprint datasets,- defining procedures for testing and reporting the level of difficulty of fingerprint datasets collected for technology evaluation,- analysing mated pair data characteristics based on comparison scores,- describing the archived data selection methodology for building a dataset for evaluation.It provides guidelines for comparing the relative level of difficulty of fingerprint datasets.Outside the scope of ISO/IEC TR 29198:2013 are:- defining the quality of individual fingerprint images,- defining the methodologies or explicit measures for evaluating or predicting the performance of fingerprint recognition algorithms.

标准预览图