Smart Living: An Interactive Control System for Household Appliances

Mu Chun Su; Jieh Haur Chen; Achmad Muhyidin Arifai; Sung Yang Tsai; Hsi Hsien Wei

doi:10.1109/ACCESS.2021.3051253

Smart Living: An Interactive Control System for Household Appliances

Mu Chun Su, Jieh Haur Chen, Achmad Muhyidin Arifai, Sung Yang Tsai, Hsi Hsien Wei

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Abstract

Hand-gesture based control has enormous potential both theoretically and for practical applications due to its convenience and intuitiveness. This study presents a real-time interactive control system for household appliances. The interactive control system allowing wireless control of household appliances using a combination of 11 hand gestures and 2 waving motions is tested on hundreds of samples. It is implemented using a regular personal computer (PC) and existing digital single processing (DSP) platforms. The evaluation results show that the system performs efficiently reaching an accuracy recognition rate of 91% and spending around 30 seconds to complete the control operation for household appliances. The contributions of this work are both academic (1) successful demonstration of the integration of algorithms for solving image detection, processing, and pattern recognition, and practical (2) showing its feasibility and using commonly available hardware and software configurations for practical uses, and finally (3) establishing a mechanism for intuitively interactive control system that facilitates smart living.

Original language	English
Article number	9321321
Pages (from-to)	14897-14904
Number of pages	8
Journal	IEEE Access
Volume	9
DOIs	https://doi.org/10.1109/ACCESS.2021.3051253
State	Published - 2021

Keywords

Smart home
hand gesture recognition
household appliance control
human computer interaction

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10.1109/ACCESS.2021.3051253

Establishing Smart Cloud-Iot Interaction Platform for Construction Value Chain Using Sip, Association Rules, and Deep-Learning Computational Approach(2/3)
Chen, J.-H. (PI)
1/08/20 → 31/07/21
Project: Research
Advanced Development for Promoting Steel Compoment Production Using Ai-Endanced System( I )
Chen, J.-H. (PI)
1/06/20 → 31/05/21
Project: Research
The Intelligent Parter of the Blind( III )
Wang, W.-J. (PI)
1/01/20 → 31/12/20
Project: Research

Cite this

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title = "Smart Living: An Interactive Control System for Household Appliances",

abstract = "Hand-gesture based control has enormous potential both theoretically and for practical applications due to its convenience and intuitiveness. This study presents a real-time interactive control system for household appliances. The interactive control system allowing wireless control of household appliances using a combination of 11 hand gestures and 2 waving motions is tested on hundreds of samples. It is implemented using a regular personal computer (PC) and existing digital single processing (DSP) platforms. The evaluation results show that the system performs efficiently reaching an accuracy recognition rate of 91% and spending around 30 seconds to complete the control operation for household appliances. The contributions of this work are both academic (1) successful demonstration of the integration of algorithms for solving image detection, processing, and pattern recognition, and practical (2) showing its feasibility and using commonly available hardware and software configurations for practical uses, and finally (3) establishing a mechanism for intuitively interactive control system that facilitates smart living.",

keywords = "Smart home, hand gesture recognition, household appliance control, human computer interaction",

author = "Su, {Mu Chun} and Chen, {Jieh Haur} and Arifai, {Achmad Muhyidin} and Tsai, {Sung Yang} and Wei, {Hsi Hsien}",

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doi = "10.1109/ACCESS.2021.3051253",

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volume = "9",

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T2 - An Interactive Control System for Household Appliances

AU - Su, Mu Chun

AU - Chen, Jieh Haur

AU - Arifai, Achmad Muhyidin

AU - Tsai, Sung Yang

AU - Wei, Hsi Hsien

PY - 2021

Y1 - 2021

N2 - Hand-gesture based control has enormous potential both theoretically and for practical applications due to its convenience and intuitiveness. This study presents a real-time interactive control system for household appliances. The interactive control system allowing wireless control of household appliances using a combination of 11 hand gestures and 2 waving motions is tested on hundreds of samples. It is implemented using a regular personal computer (PC) and existing digital single processing (DSP) platforms. The evaluation results show that the system performs efficiently reaching an accuracy recognition rate of 91% and spending around 30 seconds to complete the control operation for household appliances. The contributions of this work are both academic (1) successful demonstration of the integration of algorithms for solving image detection, processing, and pattern recognition, and practical (2) showing its feasibility and using commonly available hardware and software configurations for practical uses, and finally (3) establishing a mechanism for intuitively interactive control system that facilitates smart living.

AB - Hand-gesture based control has enormous potential both theoretically and for practical applications due to its convenience and intuitiveness. This study presents a real-time interactive control system for household appliances. The interactive control system allowing wireless control of household appliances using a combination of 11 hand gestures and 2 waving motions is tested on hundreds of samples. It is implemented using a regular personal computer (PC) and existing digital single processing (DSP) platforms. The evaluation results show that the system performs efficiently reaching an accuracy recognition rate of 91% and spending around 30 seconds to complete the control operation for household appliances. The contributions of this work are both academic (1) successful demonstration of the integration of algorithms for solving image detection, processing, and pattern recognition, and practical (2) showing its feasibility and using commonly available hardware and software configurations for practical uses, and finally (3) establishing a mechanism for intuitively interactive control system that facilitates smart living.

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Smart Living: An Interactive Control System for Household Appliances

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Keywords

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Projects

Establishing Smart Cloud-Iot Interaction Platform for Construction Value Chain Using Sip, Association Rules, and Deep-Learning Computational Approach(2/3)

Advanced Development for Promoting Steel Compoment Production Using Ai-Endanced System( I )

The Intelligent Parter of the Blind( III )

Cite this