Authors: Lin Wang
Addresses: Department of Animation Art, Zibo Vocational Institute, Zibo 255314, Shandong, China
Abstract: In order to solve the problems of low accuracy and poor effect of gesture recognition in traditional virtual display methods of intelligent human-computer interaction products, an advanced virtual display method of intelligent human-computer interaction products based on attention matrix was proposed. Process involves to determine the NUI interaction mode, select the appropriate motion sensing interaction device Kinect and use this device for gesture recognition. The information of intelligent human-computer interaction products such as gesture recognition results is saved through array. The attention matrix of intelligent human-computer interaction products is established, the virtual display model of intelligent human-computer interaction products is constructed combined with the change of viewpoints, so as to realise the virtual display of products. Experimental results show that the accuracy of the proposed method can be maintained above 80% for difficult gesture recognition, and the accuracy of simple gesture recognition can reach 100% and the virtual display effect of products is good.
Keywords: attention matrix; intelligent human-computer interaction; product virtual display; somatosensory interactive equipment; array.
International Journal of Product Development, 2023 Vol.27 No.1/2, pp.151 - 164
Received: 21 Jun 2021
Accepted: 24 Nov 2021
Published online: 06 Mar 2023 *