A Visual Analytic in Deep Learning Approach to Eye Movement for Human-Machine Interaction Based on Inertia Measurement

This paper proposes a hand free human-machine interaction (HMI) system to establish a novel way for communication between humans and computers. A regular interaction system based on the computer mouse puts the user's hand for too long in a pronation posture that increases inflammation in the wr...

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Veröffentlicht in:	IEEE access 2020-01, Vol.8, p.1-1
Hauptverfasser:	Fahim, Shahriar Rahman, Datta, Dristi, Sheikh, Md. Rafiqul Islam, Dey, Sanjay, Sarker, Yeahia, Sarker, Subrata K., Badal, Faisal R., Das, Sajal K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Accelerometer Accelerometers Carpal tunnel syndrome Complementary filter Computers Deep learning Deep learning approach Eye movements Fitts's law Gyroscope Gyroscopes Human computer interaction Human motion Inertia Machine learning Man-machine systems Mice Mouse devices Performance evaluation Shutdowns Three axis Wrist
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