TY - GEN
T1 - Augmenting the Boxing Game with Smartphone IMU-based Classification System on Waist
AU - Gu, Fei
AU - Xia, Chengshuo
AU - Sugiura, Yuta
N1 - Funding Information:
VI. ACKNOWLEDGEMENT This work was supported by JSPS KAKENHI, grant number JP21H03485.
Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - While boxing games allow players to learn techniques at home, they seldom check players' movements. We propose tracking the players' performance by smartphone sensors and classifying punches with convolutional neural network models. As a result, we achieved accuracies of 79.2% and 84.6% for 10 participants with two experiments, implying the possibilities and facilitation of smartphone sensors in boxing classifications of people with varying experiences.
AB - While boxing games allow players to learn techniques at home, they seldom check players' movements. We propose tracking the players' performance by smartphone sensors and classifying punches with convolutional neural network models. As a result, we achieved accuracies of 79.2% and 84.6% for 10 participants with two experiments, implying the possibilities and facilitation of smartphone sensors in boxing classifications of people with varying experiences.
KW - Boxing
KW - Digital assistants
KW - Entertainment
KW - Visual and Interactive Computing
UR - https://www.scopus.com/pages/publications/85142436500
UR - https://www.scopus.com/pages/publications/85142436500#tab=citedBy
U2 - 10.1109/CW55638.2022.00038
DO - 10.1109/CW55638.2022.00038
M3 - Conference contribution
AN - SCOPUS:85142436500
T3 - Proceedings - 2022 International Conference on Cyberworlds, CW 2022
SP - 165
EP - 166
BT - Proceedings - 2022 International Conference on Cyberworlds, CW 2022
A2 - Takeshima, Yuriko
A2 - Sourin, Alexei
A2 - Xie, Haoran
A2 - Rosenberger, Christophe
A2 - Sourina, Olga
A2 - Miyata, Kazunori
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 International Conference on Cyberworlds, CW 2022
Y2 - 27 September 2022 through 29 September 2022
ER -