| Paper Abstract and Keywords |
| Presentation |
2019-03-12 11:15
Application of image recognition technology for movie scene search
Yuya Iino, Meeko Kuwahara, Kazuya Ueki (Meisei Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Various methods can be considered for scene search, but in this paper we propose application of image recognition technology for movie scene search. After extracting an image per second from videos, we search a scene by using pre-trained models such as image captioning, object detection, and image classification to search a scene. The effectiveness of the recognition model was evaluated by calculating word2vec similarity between a query sentence and an output from pre-trained models and outputting ranking in ascending order. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Deep learning / Word2vec / Scene search / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 43, pp. 9-12, March 2019. |
| Paper # |
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| Date of Issue |
2019-03-05 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| Conference Date |
2019-03-12 - 2019-03-12 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Waseda Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Expressive Japan 2019 |
| Paper Information |
| Registration To |
AS |
| Conference Code |
2019-03-AIT-IIEEJ-AS-ARTS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Application of image recognition technology for movie scene search |
| Sub Title (in English) |
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| Keyword(1) |
Deep learning |
| Keyword(2) |
Word2vec |
| Keyword(3) |
Scene search |
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| 1st Author's Name |
Yuya Iino |
| 1st Author's Affiliation |
Meisei University (Meisei Univ.) |
| 2nd Author's Name |
Meeko Kuwahara |
| 2nd Author's Affiliation |
Meisei University (Meisei Univ.) |
| 3rd Author's Name |
Kazuya Ueki |
| 3rd Author's Affiliation |
Meisei University (Meisei Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2019-03-12 11:15:00 |
| Presentation Time |
15 minutes |
| Registration for |
AS |
| Paper # |
AIT2019-52 |
| Volume (vol) |
vol.43 |
| Number (no) |
no.9 |
| Page |
pp.9-12 |
| #Pages |
4 |
| Date of Issue |
2019-03-05 (AIT) |