视障人士的计算机视觉:视觉之声系统

S. Caraiman, A. Morar, Mateusz Owczarek, A. Burlacu, D. Rzeszotarski, N. Botezatu, P. Herghelegiu, F. Moldoveanu, P. Strumiłło, A. Moldoveanu
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引用次数: 70

摘要

提出了一种基于计算机视觉的视障感觉替代装置。它的主要目标是为用户提供周围环境的3D表示,通过听觉和触觉来传达。该系统面临的最大挑战之一是确保普及性,即在任何室内或室外环境以及任何照明条件下都可以使用。这项工作揭示了用于开发这种感官替代装置的硬件(3D采集系统)和软件(3D处理管道),并提供了对其在各种场景中的开发的见解。盲人用户的初步实验显示了良好的可用性结果,并为系统改进提供了有价值的反馈。
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Computer Vision for the Visually Impaired: the Sound of Vision System
This paper presents a computer vision based sensory substitution device for the visually impaired. Its main objective is to provide the users with a 3D representation of the environment around them, conveyed by means of the hearing and tactile senses. One of the biggest challenges for this system is to ensure pervasiveness, i.e., to be usable in any indoor or outdoor environments and in any illumination conditions. This work reveals both the hardware (3D acquisition system) and software (3D processing pipeline) used for developing this sensory substitution device and provides insight on its exploitation in various scenarios. Preliminary experiments with blind users revealed good usability results and provided valuable feedback for system improvement.
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