IEEE/ICACT20210124 Slide.14        [Big Slide]       Oral Presentation
As conclusions, this paper presented a new deep neural network-based approach of human activity recognition for virtual multi-sports. The proposed approach acquired the initial motion data of sports balls with a single HS camera. A deep neural network model was trained to recognize human activities by learning those initial motion data of sports balls. The proposed approach was successfully applied to the unified virtual multi-sport platform.

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