论文标题
跨光谱生物识别系统中决策支持的可靠性
Reliability of Decision Support in Cross-spectral Biometric-enabled Systems
论文作者
论文摘要
本文讨论了利用面部表达生物识别技术的决策支持系统的性能的评估。评估标准包括错误的风险和决策的可靠性，以及它们对感知操作员对决定的信任的变化的贡献。相关的应用包括在个人和团队中以及在情境意识系统中的人类行为监测和压力检测。使用可用的面部和面部表情视频的可用数据库，我们进行了一系列实验，这些实验证明了生物特征中偏见的现象，这些现象影响了人类光明系统中评估的性能度量。
This paper addresses the evaluation of the performance of the decision support system that utilizes face and facial expression biometrics. The evaluation criteria include risk of error and related reliability of decision, as well as their contribution to the changes in the perceived operator's trust in the decision. The relevant applications include human behavior monitoring and stress detection in individuals and teams, and in situational awareness system. Using an available database of cross-spectral videos of faces and facial expressions, we conducted a series of experiments that demonstrate the phenomenon of biases in biometrics that affect the evaluated measures of the performance in human-machine systems.
