用于视障用户的低成本面部生物识别技术

L. Balduzzi, Giovanni Fusco, F. Odone, S. Dini, M. Mesiti, Augusto Destrero, Alberto Lovato
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引用次数: 12

摘要

我们介绍了一项正在进行的针对视障用户的面部生物识别系统的工作-这是科学家,工程师以及由视障人士和社会助理组成的用户小组密切互动的结果。正在开发的原型实现了视频分析的最新趋势,并密切关注工作组给出的建议,其雄心勃勃的目标是开发一种易于使用的设备,可以有效地帮助改善视障人群的沟通和包容。该原型可以实时处理传入的视频流,以定位人的存在并识别已知的面孔。每个感兴趣的事件都会产生一个简单的音频反馈给用户,让他或她能够在人们开始说话或在嘈杂的环境中突出显示已知面孔之前定位他们的存在。到目前为止,该原型已通过在实验室进行的一系列实验进行了定量验证;此外,来自不同群体的用户、用户亲属、社会工作者和专家的定性评估也给了我们许多积极的评论和有用的反馈,为我们今后的工作提供了帮助。
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Low-cost face biometry for visually impaired users
We present a work in progress on a face biometry system for visually impaired users - the result of a very close interaction among scientists, engineers, and a users group formed by visually impaired and social assistants. The prototype under development implements recent trends of video analysis and follows closely the suggestions given by the working group, with the ambitious goal of developing a device easy to use that can be an effective help to improve communication and inclusion of visually impaired population. The prototype works real-time processing the incoming video stream to the purpose of locating the presence of people and spotting known faces. Each event of interest produces a simple audio feedback to the user, allowing him or her to locate the presence of people before they start talking or highlighting known faces in noisy environments. So far the prototype has been quantitatively validated through a set of experiments carried out in lab; also a qualitative evaluation by a heterogeneous group of perspective users, users' relatives, social workers, and experts gave us many positive comments and useful feedbacks for future work.
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