| Paper Abstract and Keywords |
| Presentation |
2022-02-21 11:30
A Study of Temporal Information Embedding in Group Activity Recognition Models
Yuta Kumakura, Norio Tagawa (Tokyo Metropolitan Univ.), Shuhei Tarashima (NTT Communications Corp.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In the previous studies on group activity recognition, various models have been proposed to relate the appearance and behavior of a person in space and time, but the video input for their learning and inference is generally short. In this study, we propose the use of longer videos as input for group activity recognition, and discuss the effect of embedding temporal information in these videos. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Group Activity Recognition / Position Encoding / / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 46, no. 6, ME2022-30, pp. 25-29, Feb. 2022. |
| Paper # |
ME2022-30 |
| Date of Issue |
2022-02-14 (MMS, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
AIT ME MMS IEICE-IE IEICE-ITS |
| Conference Date |
2022-02-21 - 2022-02-22 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2022-02-AIT-ME-MMS-IE-ITS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study of Temporal Information Embedding in Group Activity Recognition Models |
| Sub Title (in English) |
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| Keyword(1) |
Group Activity Recognition |
| Keyword(2) |
Position Encoding |
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| 1st Author's Name |
Yuta Kumakura |
| 1st Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
| 2nd Author's Name |
Norio Tagawa |
| 2nd Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
| 3rd Author's Name |
Shuhei Tarashima |
| 3rd Author's Affiliation |
NTT Communications Corporation (NTT Communications Corp.) |
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| Speaker |
Author-1 |
| Date Time |
2022-02-21 11:30:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
MMS2022-5, ME2022-30, AIT2022-5 |
| Volume (vol) |
vol.46 |
| Number (no) |
no.6 |
| Page |
pp.25-29 |
| #Pages |
5 |
| Date of Issue |
2022-02-14 (MMS, ME, AIT) |