Baby Touch: Quantifying Visual-Haptic Exploratory Behaviors in Infants of Sensory-Motor Development

Kazuki Sakurada, Akari Oka, Ritsuko Kiso, Leina Shimabukuro, Aoba Ueno, Masashi Nakatani

研究成果: Conference contribution

抄録

We propose a method to quantify an infant’s exploratory behavior by taking a video of his/her actions and analyzing them. Exploratory behaviors of infants are known to be necessary for the development of cognitive functions and language acquisition. Multiple studies on exploratory behaviors have been conducted; however, exploratory behaviors of infants have been commonly classified and quantified manually, requiring ample efforts. Advances in computer vision research using machine learning in recent years have made it possible to automatically analyze captured videos and register movements of the human body. In this study, we developed a measurement system that enables the quantification of exploratory behaviors of infants by combining OpenPose, OpenFace, and a computer vision library. First, we created a video-capturing environment suitable for capturing an infant’s behavior. Second, we integrated the computer vision library to analyze infants fixating on and touching objects placed in front of them. As a result, we are now able to quantify some aspects of infants’ exploratory behavior. Our measurement system will be useful for investigating the exploratory behavior of six to fifteen-month old children using visual-haptic modalities, and also it will also be valuable in comprehending the developmental stages of each child.

本文言語English
ホスト出版物のタイトルHaptic Interaction - Perception, Devices and Algorithms, 2018
編集者Hiroyuki Kajimoto, Ki-Uk Kyung, Masashi Konyo, Sang-Youn Kim, Dongjun Lee
出版社Springer Verlag
ページ241-246
ページ数6
ISBN(印刷版)9789811331930
DOI
出版ステータスPublished - 2019
イベント3rd International AsiaHaptics Conference, 2018 - Incheon, Korea, Republic of
継続期間: 2018 11 142018 11 16

出版物シリーズ

名前Lecture Notes in Electrical Engineering
535
ISSN(印刷版)1876-1100
ISSN(電子版)1876-1119

Conference

Conference3rd International AsiaHaptics Conference, 2018
CountryKorea, Republic of
CityIncheon
Period18/11/1418/11/16

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

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