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An automated approach for measuring infant head orientation in a face-to-face interaction

机译:一种自动化方法,用于在面对面相互作用中测量婴儿头向

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摘要

Head orientation in face-to-face interactions between mothers and infants is an important component of their communicative processes. Manual coding, however, is laborious. Obtaining inter-observer reliability is difficult, with disagreements mostly being related to the on- and offsets of a limited number of orientation categories. We used a motion capture system and developed an automated method for the quantitative measurement of infant head orientation in mother-- infant face-to-face-interactions. Automated motion capture systems have the potential to objectively document not only the on- and offset of behaviors, but also continuous changes. Infants wore a cap with three reflecting markers, and eight infrared cameras captured the positions of the markers. Analytic algorithms generated continuous three-dimensional descriptions of the infants’ head movements. We report here on an initial feasibility study of four infants. To evaluate the effectiveness of the automated approach, we compared it to standard manual categorical coding of six infant head orientations. We found that the central reliability issue was disagreement at the boundaries of the coding categories identified by continuous automated coding versus manual coding. The automated method was both more feasible and more precise in capturing continuous small changes. The study provides evidence for the usefulness of automated measurement of infant head orientation when infants interact in relational space.
机译:在母亲和婴儿之间面对面相互作用的头向定位是其交际过程的重要组成部分。然而,手动编码是费力的。获得观察者间可靠性很难,分歧主要与有限数量的方向类别的开启和偏移相关。我们使用了运动捕获系统,并开发了一种自动化方法,用于母亲的婴儿头向定量的定量测量 - 婴儿面对面相互作用。自动运动捕获系统可能有可能客观地文档,不仅是行为的开启和偏移量,而且还具有连续的变化。婴儿穿着三个反射标记的帽子,八个红外摄像头捕获了标记的位置。分析算法产生了婴儿头部运动的连续三维描述。我们在此报告四个婴儿的初始可行性研究。为了评估自动方法的有效性,我们将其与六个婴儿头向定向的标准手动分类编码进行了比较。我们发现中央可靠性问题在通过连续自动编码与手动编码中识别的编码类别的界限中分歧。在捕获持续的小变化时,自动化方法既可行,更精确。该研究提供了当婴幼儿在关系空间中互动时自动测量的有用性的证据。

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