Video-based evaluation of infant crawling toward quantitative assessment of motor development

Author:

Kawashima Katsuaki,Funabiki Yasuko,Ogawa Shino,Hayashi Hideaki,Soh ZuORCID,Furui AkiraORCID,Sato Ayumi,Shiwa Taiko,Mori Hiroki,Shimatani Koji,Mogami Haruta,Konishi Yukuo,Tsuji Toshio

Abstract

AbstractThis study proposes a quantitative evaluation support system for infant motor development and uses the system to analyze hands-and-knees creeping and belly crawling. This system measures movements using two video cameras and extracts movement features via background and inter-frame subtractions of original images. Eight evaluation indices for each crawling cycle are calculated, enabling markerless movement analysis of infants. Cross-sectional analysis of 16 10-month-olds confirmed significant differences between hands-and-knees creeping and belly crawling in five of the eight indices, demonstrating the system capability to quantitatively differentiate between creeping and crawling. Longitudinal analysis of one infant (aged 7–10 months) also suggested that the proposed quantitative indices can follow changes in crawling characteristics and evaluate infants’ motor development process. The results from the experiments suggest that the proposed system may enable diagnosis support in clinical practice.

Funder

MEXT | Japan Society for the Promotion of Science

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Reference23 articles.

1. Prechtl, H. F. State of the art of a new functional assessment of the young nervous system. An early predictor of cerebral palsy. Early Hum. Dev. 50, 1 – 11 (1997).

2. Taga, G., Takaya, R. & Konishi, Y. Analysis of general movements of infants towards understanding of developmental principle for motor control. In Proceedings of the 1999 IEEE International Conference on Systems, Man, and Cybernetics, 678–683 (1999).

3. Nakashima, S. et al. A clinical diagnosis support system for general movements evaluation to assess spontaneous movements in infants. Trans. Soc. Instrum. Control Eng. 50, 684–692 (2014).

4. Adolph, K. E., Vereijken, B. & Shrout, P. E. What changes in infant walking and why. Child Dev. 74, 475–497 (2003).

5. Maekawa, K. Development of standing and walking evaluated by the center of gravity. No To Hattatsu (Brain Dev.) 20, 91–102 (1988).

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