| Paper Abstract and Keywords |
| Presentation |
2016-12-05 15:40
Pose trend analysis in tennis video based on pose estimation
Ryunosuke Kurose (Keio Univ.), Masaki Hayashi (Recreation lab), Sourou Ishi (Matsudo Orthopaedic Hospital), Asato Okamura (Tsukuba Univ), Yoshimitu Aoki (Keio Univ) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Recently, demand for sports video analysis is increasing, for example, analysis of players and teams. In this paper, we focus on Tennis videos. First, we estimate joint positions using Convolutional Pose Machine. Second, we classify similar actions into the same class. Third, we compare behaviors in the same class. Our method can visualize clustering result to grasp detailed difference between similar behavior. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Sports video analysis / tennis / k-means clustering / Faster R-CNN / Convolutional Pose Machines / / / |
| Reference Info. |
ITE Tech. Rep., vol. 40, Dec. 2016. |
| Paper # |
|
| Date of Issue |
2016-11-28 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME SIP |
| Conference Date |
2016-12-05 - 2016-12-05 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Waseda Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Sports video analysis, and general |
| Paper Information |
| Registration To |
SIP |
| Conference Code |
2016-12-ME-SIP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Pose trend analysis in tennis video based on pose estimation |
| Sub Title (in English) |
|
| Keyword(1) |
Sports video analysis |
| Keyword(2) |
tennis |
| Keyword(3) |
k-means clustering |
| Keyword(4) |
Faster R-CNN |
| Keyword(5) |
Convolutional Pose Machines |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Ryunosuke Kurose |
| 1st Author's Affiliation |
Keio University (Keio Univ.) |
| 2nd Author's Name |
Masaki Hayashi |
| 2nd Author's Affiliation |
Recreation Lab (Recreation lab) |
| 3rd Author's Name |
Sourou Ishi |
| 3rd Author's Affiliation |
Matsudo Orthopaedic Hospital (Matsudo Orthopaedic Hospital) |
| 4th Author's Name |
Asato Okamura |
| 4th Author's Affiliation |
Tsukuba University (Tsukuba Univ) |
| 5th Author's Name |
Yoshimitu Aoki |
| 5th Author's Affiliation |
Keio University (Keio Univ) |
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| Speaker |
Author-1 |
| Date Time |
2016-12-05 15:40:00 |
| Presentation Time |
30 minutes |
| Registration for |
SIP |
| Paper # |
ME2016-130 |
| Volume (vol) |
vol.40 |
| Number (no) |
no.43 |
| Page |
pp.21-24 |
| #Pages |
4 |
| Date of Issue |
2016-11-28 (ME) |