Privacy Considerations of the Visually Impaired with Camera Based Assistive Technologies: Misrepresentation, Impropriety, and Fairness

T. Akter, Tousif Ahmed, Apu Kapadia, Manohar Swaminathan
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引用次数: 20

Abstract

Camera based assistive technologies such as smart glasses can provide people with visual impairments (PVIs) information about people in their vicinity. Although such ‘visually available’ information can enhance one’s social interactions, the privacy implications for bystanders from the perspective of PVIs remains underexplored. Motivated by prior findings of bystanders’ perspectives, we conducted two online surveys with visually impaired (N=128) and sighted (N=136) participants with two ‘field-of-view’ (FoV) experimental conditions related to whether information about bystanders was gathered from the front of the glasses or all directions. We found that PVIs considered it as ‘fair’ and equally useful to receive information from all directions. However, they reported being uncomfortable in receiving some visually apparent information (such as weight and gender) about bystanders as they felt it was ‘impolite’ or ‘improper’. Both PVIs and bystanders shared concerns about the fallibility of AI, where bystanders can be misrepresented by the devices. Our finding suggests that beyond issues of social stigma, both PVIs and bystanders have shared concerns that need to be considered to improve the social acceptability of camera based assistive technologies.
使用基于相机的辅助技术的视障人士的隐私考虑:失实陈述、不当行为和公平
智能眼镜等基于摄像头的辅助技术可以为视障人士提供附近人群的信息。尽管这种“视觉上可用”的信息可以增强一个人的社交互动,但从PVIs的角度来看,旁观者的隐私含义仍未得到充分探讨。基于先前关于旁观者视角的研究结果,我们对视障人士(128名)和视力正常的参与者(136名)进行了两项在线调查,并设置了两种“视场”(FoV)实验条件,以了解旁观者的信息是从眼镜正面收集还是从所有方向收集。我们发现,PVIs认为它是“公平的”,并且同样有用,可以接收来自各个方向的信息。然而,他们报告说,在收到一些关于旁观者的视觉上明显的信息(如体重和性别)时,他们会感到不舒服,因为他们觉得这是“不礼貌的”或“不恰当的”。PVIs和旁观者都对人工智能的不可靠性感到担忧,因为旁观者可能会被设备误导。我们的研究结果表明,除了社会耻辱感的问题外,pv和旁观者都有共同的担忧,需要考虑提高基于摄像头的辅助技术的社会可接受性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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