arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1307.7848cs.CV
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三维注视恢复与注意语义分析集成系统

An Integrated System for 3D Gaze Recovery and Semantic Analysis of Human Attention

JOANNEUM RESEARCH Forschungsgesellschaft mbH(约翰内姆研究有限公司)

Lucas Paletta, Katrin Santner, Gerald Fritz

摘要:

这项工作描述了一个计算机视觉系统,使无处不在的映射和监测人类的注意力。关键的贡献是,我们的方法使全3D恢复的凝视指针,人体视锥台和相关的人类为中心的测量直接到一个自动计算的3D模型中的实时。我们将RGB-D SLAM和描述符匹配方法应用于所获取的3D模型内的ROI(感兴趣区域)的3D建模、定位和全自动注释。这种创新的方法将为现实世界环境中的注意力研究开辟新的途径,为人为因素技术的自动化处理带来新的潜力。

英文摘要:

This work describes a computer vision system that enables pervasive mapping and monitoring of human attention. The key contribution is that our methodology enables full 3D recovery of the gaze pointer, human view frustum and associated human centered measurements directly into an automatically computed 3D model in real-time. We apply RGB-D SLAM and descriptor matching methodologies for the 3D modeling, localization and fully automated annotation of ROIs (regions of interest) within the acquired 3D model. This innovative methodology will open new avenues for attention studies in real world environments, bringing new potential into automated processing for human factors technologies.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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