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題名:人工智慧於體育運動領域之發展與運用
書刊名:體育學報
作者:林國欽
作者(外文):Lin, Kuo-chin
出版日期:2022
卷期:55:3
頁次:頁233-244
主題關鍵詞:人工智慧機器學習深度學習體育運動Artificial intelligenceMachine learningDeep learningPhysical educationSports
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:6
  • 點閱點閱:4
期刊論文
1.李尹鑫、陳家祥、嚴笠哲、相子元(20180600)。自行車踩踏功率的應用與發展。體育學報,51(2),145-154。new window  延伸查詢new window
2.洪敏豪、張吉堯、林國全(20190900)。運動科技在羽球步伐分析之應用。中華體育季刊,33(3)=130,165-172。new window  延伸查詢new window
3.Cust, E. E.、Sweeting, A. J.、Ball, K.、Robertson, S.(2019)。Machine and deep learning for sport-specific movement recognition: A systematic review of model development and performance。Journal of Sports Sciences,37(5),568-600。  new window
4.Bini, S. A.(2018)。Artificial intelligence, machine learning, deep learning, and cognitive computing: what do these terms mean and how will they impact health care?。The Journal of arthroplasty,33(8),2358-2361。  new window
5.王威堯、張凱翔、陳霆峰、王志全、彭文志、易志偉(20200600)。Badminton Coach AI:基於深度學習之羽球賽事資訊分析平臺。體育學報,53(2),201-213。new window  延伸查詢new window
6.Cao, Z.、Hidalgo, G.、Simon, T.、Wei, S.-E.、Sheikh, Y.(2019)。OpenPose: realtime multi-person 2D pose estimation using Part Affinity Fields。IEEE transactions on pattern analysis and machine intelligence,43(1),172-186。  new window
7.Phomsoupha, Michael、Laffaye, Guillaume(2015)。The Science of Badminton: Game Characteristics, Anthropometry, Physiology, Visual Fitness and Biomechanics。Sports Medicine,45(4),473-495。  new window
8.盧紀婷、周睿信、林祐霆、黃柏勳(20210200)。人工智慧機器學習在重症照護單位的應用。臨床醫學,87(2)=518,97-106。new window  延伸查詢new window
9.Bai, Zhongbo、Bai, Xiaomei(2021)。Sports Big Data: Management, Analysis, Applications, and Challenges。Complexity,2021,(6676297)1-(6676297)11。  new window
10.Kumar, D.、Sinha, A.(2020)。Yoga pose detection and classification using deep learning。International Journal of Scientific Research in Computer Science, Engineering and Information Technology,6(6),160-184。  new window
11.Lee, H. S.、Lee, J.(2021)。Applying artificial intelligence in physical education and future perspectives。Sustainability,13(1),(351)1-(351)16。  new window
12.Myers, N. L.、Kibler, W. B.、Axtell, A. H.、Uhl, T. L.(2019)。The Sony Smart Tennis Sensor accurately measures external workload in junior tennis players。International Journal of Sports Science & Coaching,14(1),24-31。  new window
13.Stetter, B. J.、Ringhof, S.、Krafft, F. C.、Sell, S.、Stein, T.(2019)。Estimation of knee joint forces in sport movements using wearable sensors and machine learning。Sensors,19,3690-3701。  new window
14.Whiteside, D.、Martini, D. N.、Lepley, A. S.、Zernicke, R. F.、Goulet, G. C.(2016)。Predictors of ulnar collateral ligament reconstruction in Major League Baseball pitchers。The American Journal of Sports Medicine,44(9),2202-2209。  new window
15.Yang, D.、Oh, E. S.、Wang, Y.(2020)。Hybrid physical education teaching and curriculum design based on a voice interactive artificial intelligence educational robot。Sustainability,12(19),(8000)1-(8000)14。  new window
16.Yoon, Young、Hwang, Heesu、Choi, Yongjun、Joo, Minbeom、Oh, Hyeyoon、Park, Insun、Lee, Keon-Hee、Hwang, Jin-Ha(2019)。Analyzing Basketball Movements and Pass Relationships Using Realtime Object Tracking Techniques Based on Deep Learning。IEEE Access,7,56564-56576。  new window
會議論文
1.Huang, Yu-Chuan、Liao, I-No、Chen, Ching-Hsuan、İk, Tsì-Uí、Peng, Wen-Chih(2019)。TrackNet: A deep learning network for tracking high-speed and tiny objects in sports applications。The 2019 16th IEEE International Workshop of Content-Aware Video Analysis (CAVA-AVSS19) in conjunction with the 16th IEEE International Conference on Advanced Video and Signal-based Surveillance,Institute of Electrical and Electronics Engineers (會議日期: 2019/09/18-09/21)。  new window
2.Caixia, Z.、Liguo, L.(2020)。Application and innovation of artificial intelligence technology in college sports。2020 International Conference on Information Science and Education,(會議日期: 2020, December 04-06)。  new window
3.Ghosh, I.、Ramamurthy, S. R.、Roy, N.(2020)。StanceScorer: A data driven approach to score badminton player。2020 IEEE International Conference on Pervasive Computing and Communications Workshops,(會議日期: 2020, March 23-27)。  new window
4.Hu, Hou-Ning、Lin, Yen-Chen、Liu, Ming-Yu、Cheng, Hsien-Tzu、Chang, Yung-Ju、Sun, Min(2017)。Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Videos。2017 IEEE Conference on Computer Vision and Pattern Recognition,(會議日期: 2017, July 21-26)。  new window
5.Jiang, Haohao、Lu, Yao、Xue, Jing(2016)。Automatic Soccer Video Event Detection Based on a Deep Neural Network Combined CNN and RNN。2016 IEEE 28th International Conference on Tools with Artificial Intelligence,(會議日期: 2016, November 06-08)。  new window
6.Ju, Nyan-Ping、Yu, Dung-Ru、İk, Tsì-Uí、Peng, Wen-Chih(2020)。Trajectory-based Badminton Shots Detection。2020 International Conference on Pervasive Artificial Intelligence,(會議日期: 2020, December 03-05)。  new window
7.Kim, B. J.、Choi, Y. S.(2020)。Automatic baseball commentary generation using deep learning。35th Annual ACM Symposium on Applied Computing,(會議日期: 2020, March 30-April 03)。  new window
8.Mehrasa, N.、Zhong, Y.、Tung, F.、Bornn, L.、Mori, G.(2017)。Deep learning of player trajectory representations for team activity analysis。11th MIT Sloan Sports Analytics Conference,(會議日期: 2017, March 3-4)。  new window
9.Russo, M. A.、Kurnianggoro, L.、Jo, K. H.(2019)。Classification of sports videos with combination of deep learning models and transfer learning。2019 international conference on electrical, computer and communication engineering,(會議日期: 2019, February 07-09)。  new window
10.Wang, Z.、Long, C.、Cong, G.、Ju, C.(2019)。Effective and efficient sports play retrieval with deep representation learning。25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining,(會議日期: 2019, August 04-08)。  new window
圖書
1.Aggarwal, Charu C.(2018)。Neural Networks and Deep Learning: A Textbook。Springer International。  new window
單篇論文
1.Shah, R. C.,Romijnders, R.(20160816)。Applying deep learning to basketball trajectories,https://doi.org/10.48550/arXiv.1608.03793。  new window
其他
1.Copeland, Michael(2016)。What's the Difference Between Artificial Intelligence, Machine Learning, and Deep Learning?,https://blogs.nvidia.com/blog/2016/07/29/whats-difference-artificial-intelligence-machine-learning-deep-learning-ai/。  new window
2.Intel(2021)。The difference between artificial intelligence, machine learning and deep learning,https://www.intel.com/content/www/us/en/artificial-intelligence/posts/difference-between-ai-machine-learningdeep-learning.html。  new window
圖書論文
1.Turing, A. M.(2009)。Computing machinery and intelligence。Parsing the Turing Test。Springer。  new window
 
 
 
 
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