Developing a Novel fMRI-Compatible Motion Tracking System for Haptic Motor Control Experiments

M. Rodríguez-Ugarte, Anastasia Sylaidi, A. Faisal
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引用次数: 3

Abstract

Human neuroimaging can play a key role in addressing open questions in motor neuroscience and embodied cognition by linking human movement experiments and motor psychophysics to the neural foundation of motor control. To this end we designed and built fMOVE, an fMRI-compatible motion tracking system that captures 3DOF goal-directed movements of human subjects within a neuroimaging scanner. fMOVE constitutes an ultra-low-cost technology, based on a zoom lens high-frame rate USB camera and, our adaptation library for camera-based motion tracking and experiment control. Our motion tracking algorithm tracks the position of markers attached to a hand-held object. The system enables to provide the scanned subjects a closed-loop real time visual feedback of their motion and control of complex, goal-oriented movements. The latter are instructed by simple speed-accuracy tasks or goal-oriented object manipulation. The system’s tracking precision was tested and found within its operational parameters comparable to the performance levels of a scientific grade electromagnetic motion tracking system. fMOVE thus offers a lowcost methodological platform to re-approach the objectives of motor neuroscience by enabling ecologically more valid motor tasks in neuroimaging studies.
一种新型兼容fmri的运动跟踪系统的研制
人类神经影像学通过将人类运动实验和运动心理物理学与运动控制的神经基础联系起来,可以在解决运动神经科学和具身认知的开放性问题方面发挥关键作用。为此,我们设计并构建了fMOVE,这是一个与fmri兼容的运动跟踪系统,可以在神经成像扫描仪中捕获人类受试者的三维目标定向运动。fMOVE是一种超低成本的技术,基于变焦镜头的高帧率USB摄像机和我们的自适应库,用于基于摄像机的运动跟踪和实验控制。我们的运动跟踪算法跟踪附着在手持物体上的标记的位置。该系统能够为扫描对象提供闭环的实时视觉反馈,以了解他们的运动和控制复杂的、目标导向的运动。后者由简单的速度-准确性任务或目标导向的对象操作来指导。对系统的跟踪精度进行了测试,发现在其操作参数范围内,其性能水平可与科学级电磁运动跟踪系统相媲美。因此,fMOVE提供了一个低成本的方法平台,通过在神经成像研究中实现生态上更有效的运动任务,重新接近运动神经科学的目标。
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