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Interactive Application of Data Glove Based on Emotion Recognition and Judgment System

Wenqian Lin, Chao Li, Yunjian Zhang

2022Sensors12 citationsDOIOpen Access PDF

Abstract

In this paper, the interactive application of data gloves based on emotion recognition and judgment system is investigated. A system of emotion recognition and judgment is established based on the set of optimal features of physiological signals, and then a data glove with multi-channel data transmission based on the recognition of hand posture and emotion is constructed. Finally, the system of virtual hand control and a manipulator driven by emotion is built. Five subjects were selected for the test of the above systems. The test results show that the virtual hand and manipulator can be simultaneously controlled by the data glove. In the case that the subjects do not make any hand gesture change, the system can directly control the gesture of the virtual hand by reading the physiological signal of the subject, at which point the gesture control and emotion control can be carried out at the same time. In the test of the manipulator driven by emotion, only the results driven by two emotional trends achieve the desired purpose.

Topics & Concepts

Wired gloveGestureComputer scienceGesture recognitionSet (abstract data type)Artificial intelligenceControl (management)SIGNAL (programming language)Test dataTest (biology)Reading (process)Computer visionHuman–computer interactionSpeech recognitionSimulationLawPaleontologyProgramming languageBiologyPolitical scienceHand Gesture Recognition SystemsGaze Tracking and Assistive TechnologyRobot Manipulation and Learning