开放的虹膜 - 一个开源的框架,以视频为基础的眼睛跟踪研究和开发
Roksana Sadeghi1, Ryan Ressmeyer2, Jacob Yates1
1Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, California, USA.
bioRxiv : the preprint server for biology
|March 11, 2024
概括
OpenIris是一个灵活的,开源的眼睛跟踪框架,用于定制的研究需求. 这种可适应的系统提供高精度,高速 (500Hz+) 基于视频的眼动分析.
科学领域:
- 生物医学工程 生物医学工程
- 计算机科学 计算机科学
- 神经科学是一个神经科学.
背景情况:
- 商业眼睛追踪解决方案往往缺乏专门研究应用的灵活性和可负担性.
- 需要适应性强,开源工具来实现高精度和高速的眼球追踪.
研究的目的:
- 推出OpenIris,一个可适应和用户友好的开源框架,用于基于视频的眼睛跟踪.
- 通过插件提供一个模块化平台,用于通过插件扩展和定制眼睛跟踪系统.
- 为了实现定制研究要求的高精度和高速眼球追踪.
主要方法:
- 在C#中使用模块化架构开发了OpenIris.
- 实现了一个用于硬件,跟踪和校准定制的插件系统.
- 通过网络接口和在线/离线数据记录启用远程控制.
- 开发了用于3D眼动追踪的插件,包括扭动.
- 通过实施双眼瞳孔追踪管道,实现了高速率 (>500Hz).
主要成果:
- OpenIris为基于视频的眼睛跟踪提供了一个灵活和可扩展的框架.
- 模块化设计支持各种硬件和跟踪算法的定制.
- 实现了超过500Hz的高速双眼瞳孔追踪.
- 已经证明了对3D眼睛运动跟踪的能力,包括扭动.
结论:
- OpenIris解决了当前用于定制研究环境的眼睛跟踪技术的局限性.
- 为先进的眼睛跟踪应用程序提供了一个用户友好的,可扩展的平台.
- 旨在民主化研究人员使用高性能眼球追踪的机会.
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