| Paper Abstract and Keywords |
| Presentation |
2021-03-08 13:30
Multiple scene search of movies from ambiguous memory
Yuya Iino, Ikuko Tsubaki (Tokyo University of Technology) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
It takes time to reach the content of the scene that the user wants to watch from the video, and the content is not always remembered. We propose a search method that allows users to find the scene they want to watch in a complex manner from multiple elements even if the user has an ambiguous memory from the movie. Using trained models such as Image Caption and object detection, search from multiple elements such as scene content (description) and character lines (subtitles), and present similar scenes that meet the conditions. As a similarity calculation method, it was calculated by the cosine similarity between vectors using word2vec. By using multiple search elements, the overall search accuracy (ranking) was improved. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Scene search / Similarity / Words / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 45, no. 8, AIT2021-100, pp. 237-240, March 2021. |
| Paper # |
AIT2021-100 |
| Date of Issue |
2021-03-01 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| Conference Date |
2021-03-08 - 2021-03-08 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Expressive Japan 2021 |
| Paper Information |
| Registration To |
AIT |
| Conference Code |
2021-03-AIT-IIEEJ-AS-ARTS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Multiple scene search of movies from ambiguous memory |
| Sub Title (in English) |
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| Keyword(1) |
Scene search |
| Keyword(2) |
Similarity |
| Keyword(3) |
Words |
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| 1st Author's Name |
Yuya Iino |
| 1st Author's Affiliation |
Tokyo University of Technology (Tokyo University of Technology) |
| 2nd Author's Name |
Ikuko Tsubaki |
| 2nd Author's Affiliation |
Tokyo University of Technology (Tokyo University of Technology) |
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| Speaker |
Author-1 |
| Date Time |
2021-03-08 13:30:00 |
| Presentation Time |
75 minutes |
| Registration for |
AIT |
| Paper # |
AIT2021-100 |
| Volume (vol) |
vol.45 |
| Number (no) |
no.8 |
| Page |
pp.237-240 |
| #Pages |
4 |
| Date of Issue |
2021-03-01 (AIT) |