The paper describes how various techniques for applying artificial intelligence to the study of human eyes are utilized. The first dataset was collected using computerized perimetry to investigate the visualization of the human visual field and the diagnosis of glaucoma. A method to analyze the image using software tools is proposed. The second dataset was obtained, as part of the implementation of a Russian-Swiss experiment to collect and analyze eye movement data using the Tobii Pro Glasses 3 device on VR video. Eye movements and focus on the recorded route of a virtual journey through the canton of Vaud were investigated. Methods are being developed to investigate the dependencies of eye pupil movements using mathematical modelling. VR-video users can use these studies in medicine to assess the course and deterioration of glaucoma patients and to study the mechanisms of attention to tourist attractions.
翻译:本文描述了如何运用多种人工智能技术来研究人眼。第一个数据集通过计算机视野计采集,用于研究人类视野的可视化以及青光眼的诊断。本文提出了一种利用软件工具分析图像的方法。第二个数据集是在实施一项俄瑞合作实验期间获得的,该实验使用Tobii Pro Glasses 3设备在VR视频上收集和分析眼动数据。研究了在虚拟游览沃州记录路线上的眼动和聚焦点。正在开发通过数学建模研究瞳孔运动依赖关系的方法。VR视频用户可在医学中利用这些研究来评估青光眼患者的病程和恶化情况,并研究游客对景点的注意力机制。