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注视相关处理可提高模拟头控式假体视觉中的移动性、场景识别和视觉搜索能力。

Gaze-contingent processing improves mobility, scene recognition and visual search in simulated head-steered prosthetic vision.

机构信息

Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.

Biomedical Signals and Systems Group, University of Twente, Enschede, The Netherlands.

出版信息

J Neural Eng. 2024 Apr 10;21(2). doi: 10.1088/1741-2552/ad357d.

Abstract

The enabling technology of visual prosthetics for the blind is making rapid progress. However, there are still uncertainties regarding the functional outcomes, which can depend on many design choices in the development. In visual prostheses with a head-mounted camera, a particularly challenging question is how to deal with the gaze-locked visual percept associated with spatial updating conflicts in the brain. The current study investigates a recently proposed compensation strategy based on gaze-contingent image processing with eye-tracking. Gaze-contingent processing is expected to reinforce natural-like visual scanning and reestablished spatial updating based on eye movements. The beneficial effects remain to be investigated for daily life activities in complex visual environments.The current study evaluates the benefits of gaze-contingent processing versus gaze-locked and gaze-ignored simulations in the context of mobility, scene recognition and visual search, using a virtual reality simulated prosthetic vision paradigm with sighted subjects.Compared to gaze-locked vision, gaze-contingent processing was consistently found to improve the speed in all experimental tasks, as well as the subjective quality of vision. Similar or further improvements were found in a control condition that ignores gaze-dependent effects, a simulation that is unattainable in the clinical reality.Our results suggest that gaze-locked vision and spatial updating conflicts can be debilitating for complex visually-guided activities of daily living such as mobility and orientation. Therefore, for prospective users of head-steered prostheses with an unimpaired oculomotor system, the inclusion of a compensatory eye-tracking system is strongly endorsed.

摘要

用于盲人的视觉假体的使能技术正在快速发展。然而,功能结果仍然存在不确定性,这可能取决于开发过程中的许多设计选择。在具有头戴式摄像机的视觉假体中,一个特别具有挑战性的问题是如何处理与大脑中空间更新冲突相关的注视锁定视觉感知。目前的研究调查了一种基于眼动追踪的注视相关图像处理的新提出的补偿策略。预计注视相关处理将增强基于眼球运动的自然视觉扫描和重新建立的空间更新。对于复杂视觉环境中的日常生活活动,其有益效果仍有待研究。当前的研究使用有视力的受试者的虚拟现实模拟假体视觉范式,评估了注视相关处理与注视锁定和注视忽略模拟在移动性、场景识别和视觉搜索方面的益处。与注视锁定视觉相比,注视相关处理在所有实验任务中均一致地提高了速度,并且提高了视觉的主观质量。在忽略注视相关效果的控制条件下也发现了类似或进一步的改善,这种模拟在临床现实中是无法实现的。我们的研究结果表明,注视锁定视觉和空间更新冲突可能会对日常复杂的视觉引导活动(如移动性和方向感)造成损害。因此,对于具有未受损眼球运动系统的头控假体的潜在使用者,强烈支持包含补偿性眼动追踪系统。

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