| Paper Abstract and Keywords |
| Presentation |
2021-03-08 13:45
Redundant Segment Detection and Removal by Clustering of CNN Features in Sequential Video.
Masashi Nishikawa, Atsuo Yoshitaka (JAIST) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Video taken by ordinary users are used for a variety of purposes. In particular, video that record the photographer's daily life are used for looking back on personal activities. Since it takes the same amount of time to view a video as it was shot, there are video summarization methods that greatly reduce the viewing time by extracting only the important parts of the video. However, most video summarization methods are limited in video types and there are few effective studies for a long video without cut. In this study, we focus on redundant scenes, by detecting them based on the clustering of CNN features, and propose a method to summarize the video. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
CNN / Video Summarization / Clustering / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 45, no. 8, AIT2021-71, pp. 149-152, March 2021. |
| Paper # |
AIT2021-71 |
| Date of Issue |
2021-03-01 (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 |
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) |
Redundant Segment Detection and Removal by Clustering of CNN Features in Sequential Video. |
| Sub Title (in English) |
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CNN |
| Keyword(2) |
Video Summarization |
| Keyword(3) |
Clustering |
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| 1st Author's Name |
Masashi Nishikawa |
| 1st Author's Affiliation |
Japan Advanced Institute of Science and Technology (JAIST) |
| 2nd Author's Name |
Atsuo Yoshitaka |
| 2nd Author's Affiliation |
Japan Advanced Institute of Science and Technology (JAIST) |
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| Speaker |
Author-1 |
| Date Time |
2021-03-08 13:45:00 |
| Presentation Time |
15 minutes |
| Registration for |
AIT |
| Paper # |
AIT2021-71 |
| Volume (vol) |
vol.45 |
| Number (no) |
no.8 |
| Page |
pp.149-152 |
| #Pages |
4 |
| Date of Issue |
2021-03-01 (AIT) |