Album-based object-centric event recognition

Shen Fu Tsai, Thomas S. Huang, Feng Tang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

12 引文 斯高帕斯(Scopus)

摘要

We explore event recognition in the personal photo album setting where the task is not to identify event in individual photo but in the whole album. This setting arises from the way people organize their own collections and the fact that individual photo in these albums often fails to convey meaningful event semantic behind the the album. We work on this problem in a object-centric manner, i.e. we train detectors for objects relevant to the events in the holiday dataset we built, and then detect these holidays based on object detector outputs. The prior knowledge, i.e. what objects are relevant to the event, is obtained statistically from mass image collection web site and thus tends to be more accurate and less biased.

原文???core.languages.en_GB???
主出版物標題Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011
DOIs
出版狀態已出版 - 2011
事件2011 12th IEEE International Conference on Multimedia and Expo, ICME 2011 - Barcelona, Spain
持續時間: 11 7月 201115 7月 2011

出版系列

名字Proceedings - IEEE International Conference on Multimedia and Expo
ISSN(列印)1945-7871
ISSN(電子)1945-788X

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???2011 12th IEEE International Conference on Multimedia and Expo, ICME 2011
國家/地區Spain
城市Barcelona
期間11/07/1115/07/11

指紋

深入研究「Album-based object-centric event recognition」主題。共同形成了獨特的指紋。

引用此