Stereoscopic facial imaging for pain assessment using rotational offset microlens arrays based structured illumination

IF 4.7 Q2 NANOSCIENCE & NANOTECHNOLOGY
Jae-Myeong Kwon, Sung-Pyo Yang, Ki-Hun Jeong
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引用次数: 0

Abstract

Conventional pain assessment methods such as patients’ self-reporting restrict the possibility of easy pain monitoring while pain serves as an important role in clinical practice. Here we report a pain assessment method via 3D face reading camera assisted by dot pattern illumination. The face reading camera module (FRCM) consists of a stereo camera and a dot projector, which allow the quantitative measurement of facial expression changes without human subjective judgement. The rotational offset microlens arrays (roMLAs) in the dot projector form a uniform dense dot pattern on a human face. The dot projection facilitates evaluating three-dimensional change of facial expression by improving 3D reconstruction results of non-textured facial surfaces. In addition, the FRCM provides consistent pain rating from 3D data, regardless of head movement. This pain assessment method can provide a new guideline for precise, real-time, and continuous pain monitoring.

基于结构照明的旋转偏置微透镜阵列用于疼痛评估的立体面部成像
传统的疼痛评估方法,如患者自我报告,限制了轻松监测疼痛的可能性,而疼痛在临床实践中发挥着重要作用。在这里,我们报告了一种通过点阵照明辅助的3D人脸读取相机进行疼痛评估的方法。人脸识别摄像头模块(FRCM)由立体摄像头和点投影仪组成,可以在不需要人类主观判断的情况下对面部表情变化进行定量测量。点投影仪中的旋转偏置微透镜阵列(roMLAs)在人脸上形成均匀密集的点图案。点投影通过改善无纹理面部表面的三维重建结果,便于评估面部表情的三维变化。此外,无论头部运动如何,FRCM都能从3D数据中提供一致的疼痛等级。这种疼痛评估方法可以为精确、实时、连续的疼痛监测提供新的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Micro and Nano Systems Letters
Micro and Nano Systems Letters Engineering-Biomedical Engineering
CiteScore
10.60
自引率
5.60%
发文量
16
审稿时长
13 weeks
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