动态场景中的自动人员检测,以帮助视力受损的人:初步调查

Lee Stearns, Anja Thieme
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引用次数: 12

摘要

我们提出了一种计算机视觉系统,可以自动检测动态现实场景中的人,使视力受损的人能够更好地意识到周围环境中的其他人,并与之互动。作为第一步,我们研究了四种不同位置、视场和图像失真的相机系统的可行性:(1)一般捕捉人;(ii)通过特定的人姿估计器来检测人。基于我们的发现,我们讨论了在动态场景中检测人的未来机遇和挑战,以及如何将这些信息传达给视障用户。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Person Detection in Dynamic Scenes to Assist People with Vision Impairments: An Initial Investigation
We propose a computer vision system that can automatically detect people in dynamic real-world scenes, enabling people with vision impairments to have more awareness of, and interactions with, other people in their surroundings. As an initial step, we investigate the feasibility of four camera systems that vary in their placement, field-of-view, and image distortion for: (i) capturing people generally; and (ii) detecting people via a specific person-pose estimator. Based on our findings, we discuss future opportunities and challenges for detecting people in dynamic scenes, and for communicating that information to visually impaired users.
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