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Knowing what the brain is seeing in three dimensions: A novel noninvasive sensitive accurate and low-noise technique for measuring ocular torsion

机译:从三个方面了解大脑所见:一种新颖无创敏感准确且低噪声的技术用于测量眼扭转

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摘要

Torsional eye movements are rotations of the eye around the line of sight. Measuring torsion is essential to understanding how the brain controls eye position and how it creates a veridical perception of object orientation in three dimensions. Torsion is also important for diagnosis of many vestibular, neurological, and ophthalmological disorders. Currently, there are multiple devices and methods that produce reliable measurements of horizontal and vertical eye movements. Measuring torsion, however, noninvasively and reliably has been a longstanding challenge, with previous methods lacking real-time capabilities or suffering from intrusive artifacts. We propose a novel method for measuring eye movements in three dimensions using modern computer vision software (OpenCV) and concepts of iris recognition. To measure torsion, we use template matching of the entire iris and automatically account for occlusion of the iris and pupil by the eyelids. The current setup operates binocularly at 100 Hz with noise <0.1° and is accurate within 20° of gaze to the left, to the right, and up and 10° of gaze down. This new method can be widely applicable and fill a gap in many scientific and clinical disciplines.
机译:眼球扭转运动是眼睛围绕视线的旋转。测量扭力对于理解大脑如何控制眼睛位置以及如何在三个维度上对对象定向产生真实的感知至关重要。扭转对于许多前庭,神经和眼科疾病的诊断也很重要。当前,存在产生可靠的水平和垂直眼睛运动的测量的多种设备和方法。然而,无损且可靠地测量扭矩一直是一个长期的挑战,以前的方法缺乏实时功能或存在侵入性伪影。我们提出了一种使用现代计算机视觉软件(OpenCV)和虹膜识别概念在三个维度上测量眼动的新颖方法。为了测量扭转,我们使用整个虹膜的模板匹配,并自动考虑眼睑对虹膜和瞳孔的遮挡。电流设置在100 Hz下双目操作,噪声<0.1°,并且在向左,向右凝视20°,向上凝视和向下凝视10°范围内都是准确的。这种新方法可以广泛应用,并填补了许多科学和临床学科的空白。

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