Human-computer interaction system based on gesture recognition

Wei Li; Honglei Zhang; Zhilong Zhang; Chuwei Li

doi:10.1117/12.2644255

9 September 2022 Human-computer interaction system based on gesture recognition

Wei Li, Honglei Zhang, Zhilong Zhang, Chuwei Li

Proceedings Volume 12328, Second International Conference on Optics and Image Processing (ICOIP 2022); 123281B (2022) https://doi.org/10.1117/12.2644255
Event: Second International Conference on Optics and Image Processing (ICOIP 2022), 2022, Taian, China

Abstract

In recent years, hand gesture has been widely used in human-computer interaction, virtual reality and other fields as an input channel. However, there are still some problems in gesture interaction, such as low resolution, occlusion and slow recognition rate, which lead to limited use scenarios. Therefore, based on the real scene of human-computer interaction, this paper builds a gesture recognition and object detection network according to the open source algorithms and frameworks, and constructs a human-computer interaction system based on gesture recognition. Experimental results show that the system can switch different modes according to hand movements and positions to realize interface interaction. The object detection and recognition in entertainment scenarios and the mathematical operations of virtual calculators in office scenarios are simulated respectively, which further improves accuracy and real-time performance of gesture recognition in the practical application scenarios.

Citation Download Citation

Wei Li, Honglei Zhang, Zhilong Zhang, and Chuwei Li "Human-computer interaction system based on gesture recognition", Proc. SPIE 12328, Second International Conference on Optics and Image Processing (ICOIP 2022), 123281B (9 September 2022); https://doi.org/10.1117/12.2644255

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KEYWORDS

Gesture recognition

Human-computer interaction

Detection and tracking algorithms

Sensors

3D modeling

Human-machine interfaces

RGB color model

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