{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T23:06:44Z","timestamp":1772060804121,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,10,15]],"date-time":"2019-10-15T00:00:00Z","timestamp":1571097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,10,15]]},"DOI":"10.1145\/3347318.3355523","type":"proceedings-article","created":{"date-parts":[[2019,10,18]],"date-time":"2019-10-18T12:57:15Z","timestamp":1571403435000},"page":"59-66","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["Prediction of Future Shot Direction using Pose and Position of Tennis Player"],"prefix":"10.1145","author":[{"given":"Tomohiro","family":"Shimizu","sequence":"first","affiliation":[{"name":"Keio University, Kanagawa, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ryo","family":"Hachiuma","sequence":"additional","affiliation":[{"name":"Keio University, Kanagawa, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hideo","family":"Saito","sequence":"additional","affiliation":[{"name":"Keio University, Kanagawa, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Takashi","family":"Yoshikawa","sequence":"additional","affiliation":[{"name":"Osaka University, Osaka, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chonho","family":"Lee","sequence":"additional","affiliation":[{"name":"Osaka University, Osaka, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,10,15]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.81.2.103"},{"key":"e_1_3_2_1_2_1","unstructured":"Andrew Blake and Michael Isard. 1997. The condensation algorithm-conditional density propagation and applications to visual tracking. In Advances in Neural Information Processing Systems. 361--367."},{"key":"e_1_3_2_1_3_1","unstructured":"Jiaxin Cai and Xin Tang. [n. d.]. RGB video based tennis action recognition using a deep weighted long short-term memory. arXiv preprint arXiv:1808.00845 ([n. d.])."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00310"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.143"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.477"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2011.5711524"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451756"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2013.102"},{"key":"e_1_3_2_1_11_1","volume-title":"Long short-term memory. Neural computation","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation , Vol. 9, 8 (1997), 1735--1780."},{"key":"e_1_3_2_1_12_1","volume-title":"Kingma and Jimmy Ba. [n. d.]. Adam: A method for stochastic optimization. CoRR","author":"Diederik","unstructured":"Diederik P. Kingma and Jimmy Ba. [n. d.]. Adam: A method for stochastic optimization. CoRR , Vol. abs\/1412.6980 ([n. d.])."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWAIT.2018.8369762"},{"key":"e_1_3_2_1_14_1","first-page":"643","article-title":"Key factors and timing patterns in the tennis forehand of different skill levels","volume":"9","author":"Landlinger Johannes","year":"2010","unstructured":"Johannes Landlinger, Stefan Lindinger, Thomas St\u00f6ggl, Herbert Wagner, and Erich M\u00fcller. 2010. Key factors and timing patterns in the tennis forehand of different skill levels. Journal of sports science & medicine , Vol. 9, 4 (2010), 643.","journal-title":"Journal of sports science & medicine"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"e_1_3_2_1_16_1","volume-title":"A method of soccer ball tracking from several viewpoints using a machine learning algorithm","author":"Masaki Takahashi Tomoyuki Mishina","unstructured":"Tomoyuki Mishina Masaki Takahashi, Toshiyuki Nakamura. 2014. A method of soccer ball tracking from several viewpoints using a machine learning algorithm. In The Institute of Image Information and Television Engineers. 5--8."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00228"},{"key":"e_1_3_2_1_18_1","unstructured":"Karen Simonyan and Andrew Zisserman. [n. d.]. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 ([n. d.])."},{"key":"e_1_3_2_1_19_1","volume-title":"Machine learning for the prediction of professional tennis matches. MEng computing-final year project","author":"Sipko Michal","year":"2015","unstructured":"Michal Sipko and William Knottenbelt. 2015. Machine learning for the prediction of professional tennis matches. MEng computing-final year project, Imperial College London (2015)."},{"key":"e_1_3_2_1_20_1","unstructured":"Jialei Wang Peilin Zhao and Steven CH Hoi. [n. d.]. Exact soft confidence-weighted learning. arXiv preprint arXiv:1206.4612 ([n. d.])."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5244\/C.19.67"},{"key":"e_1_3_2_1_22_1","unstructured":"Dani Yogatama Phil Blunsom Chris Dyer Edward Grefenstette and Wang Ling. [n. d.]. Learning to compose words into sentences with reinforcement learning. arXiv preprint arXiv:1611.09100 ([n. d.])."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638068"}],"event":{"name":"MM '19: The 27th ACM International Conference on Multimedia","location":"Nice France","acronym":"MM '19","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3347318.3355523","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3347318.3355523","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:44:29Z","timestamp":1750203869000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3347318.3355523"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,15]]},"references-count":23,"alternative-id":["10.1145\/3347318.3355523","10.1145\/3347318"],"URL":"https:\/\/doi.org\/10.1145\/3347318.3355523","relation":{},"subject":[],"published":{"date-parts":[[2019,10,15]]},"assertion":[{"value":"2019-10-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}