Abstract
In this paper, we propose a novel time-lapse based video summarization method without substantial loss of information important for viewers to plan a tour route. In the proposed method, we focus on scene changes in the video. We extract scenes with a certain level of changes compared to previous scenes as important (slowly played back) in the summarized video, while other scenes are fast forwarded. To evaluate the effectiveness of our proposed method, comparing the video summarized with our method and that summarized manually (by voting for necessary/unnecessary scenes), our method identified the important scenes with an F-measure of 62.22%.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 391-392 |
| Number of pages | 2 |
| ISBN (Electronic) | 9781728111988 |
| DOIs | |
| Publication status | Published - Apr 22 2019 |
| Event | 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019 - San Jose, United States Duration: Mar 28 2019 → Mar 30 2019 |
Publication series
| Name | Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019 |
|---|
Conference
| Conference | 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019 |
|---|---|
| Country | United States |
| City | San Jose |
| Period | 3/28/19 → 3/30/19 |
All Science Journal Classification (ASJC) codes
- Computer Networks and Communications
- Signal Processing
- Media Technology
Cite this
Automatic Tour Video Summarization Focusing on Scene Change for Advance Touristic Experience. / Kanaya, Yuki; Kawanaka, Shogo; Suwa, Hirohiko; Arakawa, Yutaka; Yasumoto, Keiichi.
Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 391-392 8695317 (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Automatic Tour Video Summarization Focusing on Scene Change for Advance Touristic Experience
AU - Kanaya, Yuki
AU - Kawanaka, Shogo
AU - Suwa, Hirohiko
AU - Arakawa, Yutaka
AU - Yasumoto, Keiichi
PY - 2019/4/22
Y1 - 2019/4/22
N2 - In this paper, we propose a novel time-lapse based video summarization method without substantial loss of information important for viewers to plan a tour route. In the proposed method, we focus on scene changes in the video. We extract scenes with a certain level of changes compared to previous scenes as important (slowly played back) in the summarized video, while other scenes are fast forwarded. To evaluate the effectiveness of our proposed method, comparing the video summarized with our method and that summarized manually (by voting for necessary/unnecessary scenes), our method identified the important scenes with an F-measure of 62.22%.
AB - In this paper, we propose a novel time-lapse based video summarization method without substantial loss of information important for viewers to plan a tour route. In the proposed method, we focus on scene changes in the video. We extract scenes with a certain level of changes compared to previous scenes as important (slowly played back) in the summarized video, while other scenes are fast forwarded. To evaluate the effectiveness of our proposed method, comparing the video summarized with our method and that summarized manually (by voting for necessary/unnecessary scenes), our method identified the important scenes with an F-measure of 62.22%.
UR - http://www.scopus.com/inward/record.url?scp=85065626445&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85065626445&partnerID=8YFLogxK
U2 - 10.1109/MIPR.2019.00079
DO - 10.1109/MIPR.2019.00079
M3 - Conference contribution
T3 - Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019
SP - 391
EP - 392
BT - Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019
PB - Institute of Electrical and Electronics Engineers Inc.
ER -