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UBEAR: A dataset of ear images captured on-the-move in uncontrolled conditions

机译:Ubear:在不受控制的条件下,耳朵上捕获的耳朵图像数据集

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In order to broad the applicability of biometric systems, the data acquisition constraints required for reliable recognition are receiving increasing attention. For some of the traits (e.g., face and iris) significant research efforts were already made toward the development of systems able to operate in completely unconstrained conditions. For other traits (e.g., the ear) no similar efforts are known. The main purpose of this paper is to announce the availability of a new data set of ear images, which main distinguishing feature is that its images were acquired from on-the-move subjects, under varying lighting conditions and without demanding to subjects any particular care regarding ear occlusions and poses. The data set is freely available to the research community and should constitute a valuable tool in assessing the possibility of performing reliable ear biometric recognition in such d challenging conditions.
机译:为了广泛的应用生物识别系统的适用性,可靠识别所需的数据采集约束是接受越来越多的关注。 对于一些特征(例如,面部和虹膜),已经对能够在完全无忧无虑的条件下运行的系统进行了显着的研究工作。 对于其他特征(例如,耳朵)没有类似的努力。 本文的主要目的是宣布新数据集的耳朵图像的可用性,主要区分特征是其图像是从移动的受试者获取的,在不同的照明条件下,而不需要对受试者进行任何特定的护理 关于耳朵闭塞和姿势。 数据集可自由地提供给研究群体,并应构成评估在这种D具有挑战性条件下进行可靠的耳朵生物识别的可能性的宝贵工具。

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