High-Resolution Eye-Tracking System for Accurate Measurement of Short-Latency Ocular Following Responses: Development and Observational Study.

IF 2.1 Q2 PEDIATRICS JMIR Pediatrics and Parenting Pub Date : 2024-12-09 DOI:10.2196/64353
Aleksandar Miladinović, Christian Quaia, Simone Kresevic, Miloš Ajčević, Laura Diplotti, Paola Michieletto, Agostino Accardo, Stefano Pensiero
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Abstract

Background: Ocular following responses (OFRs)-small-amplitude, short-latency reflexive eye movements-have been used to study visual motion processing, with potential diagnostic applications. However, they are difficult to record with commercial, video-based eye trackers, especially in children.

Objective: We aimed to design and develop a noninvasive eye tracker specialized for measuring OFRs, trading off lower temporal resolution and a smaller range for higher spatial resolution.

Methods: We developed a high-resolution eye-tracking system based on a high-resolution camera operating in the near-infrared spectral range, coupled with infrared illuminators and a dedicated postprocessing pipeline, optimized to measure OFRs in children. To assess its performance, we: (1) evaluated our algorithm for compensating small head movements in both artificial and real-world settings, (2) compared OFRs measured simultaneously by our system and a reference scleral search coil eye-tracking system, and (3) tested the system's ability to measure OFRs in a clinical setting with children.

Results: The simultaneous measurement by our system and a reference system showed that our system achieved an in vivo resolution of approximately 0.06°, which is sufficient for recording OFRs. Head motion compensation was successfully tested, showing a displacement error of less than 5 μm. Finally, robust OFRs were detected in 16 children during recording sessions lasting less than 5 minutes.

Conclusions: Our high-resolution, noninvasive eye-tracking system successfully detected OFRs with minimal need for subject cooperation. The system effectively addresses the limits of other OFR measurement methods and offers a versatile solution suitable for clinical applications, particularly in children, where eye tracking is more challenging. The system could potentially be suitable for diagnostic applications, particularly in pediatric populations where early detection of visual disorders like stereodeficiencies is critical.

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用于精确测量短潜伏期眼球跟随反应的高分辨率眼动追踪系统:开发和观察研究。
背景:眼跟随反应(OFRs)-小振幅,短潜伏期反射性眼运动-已被用于研究视觉运动加工,具有潜在的诊断应用。然而,它们很难用商业的、基于视频的眼动仪记录下来,尤其是在儿童身上。目的:我们旨在设计和开发一种专门用于测量ofr的无创眼动仪,以较低的时间分辨率和较小的范围换取更高的空间分辨率。方法:我们开发了一种高分辨率眼动追踪系统,该系统基于近红外光谱范围的高分辨率相机,结合红外照明灯和专用后处理管道,对儿童ofr的测量进行了优化。为了评估其性能,我们:(1)评估了我们的算法在人工和现实环境下补偿头部小运动的效果,(2)将我们的系统与参考巩膜搜索线圈眼动追踪系统同时测量的ofr进行了比较,(3)测试了系统在儿童临床环境中测量ofr的能力。结果:我们的系统和参考系统的同时测量表明,我们的系统达到了大约0.06°的体内分辨率,足以记录ofr。头部运动补偿测试成功,位移误差小于5 μm。最后,在持续时间少于5分钟的录音过程中,在16名儿童中检测到稳健的ofr。结论:我们的高分辨率、无创眼动追踪系统成功地检测了ofr,而受试者的合作需求最小。该系统有效地解决了其他OFR测量方法的局限性,并提供了适合临床应用的多功能解决方案,特别是在儿童中,眼动追踪更具挑战性。该系统可能适用于诊断应用,特别是在儿童人群中,早期发现立体缺陷等视觉障碍至关重要。
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来源期刊
JMIR Pediatrics and Parenting
JMIR Pediatrics and Parenting Medicine-Pediatrics, Perinatology and Child Health
CiteScore
5.00
自引率
5.40%
发文量
62
审稿时长
12 weeks
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