A home appliance control system with hand gesture based on pose estimation

Yuuki Muranaka, Mohammed Al-Sada, Tatsuo Nakajima

研究成果: Conference contribution

抄録

Home appliances play a large role in our daily lives. However, with the increase of appliances, each require a dedicated remote controller, which can be cumbersome to users. Existing solutions have the shortcoming of requiring users to acquire devices that can be programmed to act as unified-remote control units. To overcome this challenge, we propose a system that utilizes hand-gestures to control various appliances. Our system provides various advantages, as users do not need to acquire dedicated devices, and controls can be carried out using intuitive hand gestures to perform various actions on the target appliance. We explain our approach and verify it by developing and integrating a system for controlling TV using various hand gestures. We conducted a performance and usability evaluations, which respectively gauged our systems accuracy under different operational and usage conditions, and investigated user impressions of our prototype. Results indicated that our system had generally high gesture-recognition accuracy, and users provided positive feedback about our system's usability within common household usage contexts. Based on the results, we discuss various future research directions to extend our work.

本文言語English
ホスト出版物のタイトル2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020
出版社Institute of Electrical and Electronics Engineers Inc.
ページ752-755
ページ数4
ISBN(電子版)9781728198026
DOI
出版ステータスPublished - 2020 10 13
イベント9th IEEE Global Conference on Consumer Electronics, GCCE 2020 - Kobe, Japan
継続期間: 2020 10 132020 10 16

出版物シリーズ

名前2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020

Conference

Conference9th IEEE Global Conference on Consumer Electronics, GCCE 2020
国/地域Japan
CityKobe
Period20/10/1320/10/16

ASJC Scopus subject areas

  • 信号処理
  • 電子工学および電気工学
  • メディア記述
  • 器械工学
  • コンピュータ ネットワークおよび通信
  • コンピュータ ビジョンおよびパターン認識

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