面部表情和目光的融合用于行为分析和决策支持

R. Khosla, A. Arora, Mei-Tai Chu, K. G. Yamada, Tomoharu Yamaguchi, W. Grosky
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引用次数: 2

摘要

本文描述了一种用于监测和关联数字化非语言数据(如情绪和眼睛注视)与其他类型数据的方法和系统,用于决策支持和信息个性化。本文通过两个应用说明了这一点。第一部分描述了对销售候选人行为特征的情绪状态变化的检测、监测和相关性。第二部分概述了使用标准网络摄像头(而不是更昂贵的红外摄像头)进行度假目的地选择的眼球追踪系统的设计。本文在自然环境中非语言数据的建模和关联方面做出了独特的贡献,为提高数字信息质量和商业领域(如招聘和旅游)的决策做出了贡献。
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Fusion of facial expression and eye-gaze for behavior profiling and decision support
This paper describes a method and system for monitoring and correlating digitized non-verbal data (like emotions and eye-gaze) with other kinds of data for decision support and information personalization. This is illustrated through two applications in this paper. The first one describes detection, monitoring and correlation of emotional state changes for behavior profiling of sales candidates. The second one outlines design of eye gaze tracking system using standard web camera (instead of more expensive infra-red camera) for holiday destination selection. The paper makes unique contributions in terms of modelling as well as correlation of non-verbal data in natural environments for improving digital information quality and decision making in business areas like recruitment and tourism.
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