CeleLabel: An interactive system for annotating celebrities in web videos
Manual annotation of celebrities in Web videos is an essential task in many people-related Web services. The task, however, poses a significant challenge even to skillful annotators, mainly due to the large quantity of unfamiliar and greatly varied celebrities, and the lack of a customized system fo...
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sg-smu-ink.sis_research-74632022-01-10T06:08:57Z CeleLabel: An interactive system for annotating celebrities in web videos CHEN, Zhineng BAI, Jinfeng NGO, Chong-wah FENG, Bailan XU, Bo Manual annotation of celebrities in Web videos is an essential task in many people-related Web services. The task, however, poses a significant challenge even to skillful annotators, mainly due to the large quantity of unfamiliar and greatly varied celebrities, and the lack of a customized system for it. This work develops CeleLabel, an interactive system for manually annotating celebrities in the Web video domain. The peculiarity of CeleLabel is to exploit and display multiple types of information that could assist the annotation, including video content, context surrounding and within a video, celebrity images on the Web, and human factors. Using the system, annotators can interactively switch between two views, i.e., merging similar faces and labeling faces with names, to approach the annotation. User studies show that the CeleLabel leads to a much better labeling efficiency and satisfaction. 2014-11-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/6460 info:doi/10.1145/2647868.2654879 https://ink.library.smu.edu.sg/context/sis_research/article/7463/viewcontent/2647868.2654879.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Celebrity annotation Interactive system Web video Databases and Information Systems Graphics and Human Computer Interfaces |
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Celebrity annotation Interactive system Web video Databases and Information Systems Graphics and Human Computer Interfaces CHEN, Zhineng BAI, Jinfeng NGO, Chong-wah FENG, Bailan XU, Bo CeleLabel: An interactive system for annotating celebrities in web videos |
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Manual annotation of celebrities in Web videos is an essential task in many people-related Web services. The task, however, poses a significant challenge even to skillful annotators, mainly due to the large quantity of unfamiliar and greatly varied celebrities, and the lack of a customized system for it. This work develops CeleLabel, an interactive system for manually annotating celebrities in the Web video domain. The peculiarity of CeleLabel is to exploit and display multiple types of information that could assist the annotation, including video content, context surrounding and within a video, celebrity images on the Web, and human factors. Using the system, annotators can interactively switch between two views, i.e., merging similar faces and labeling faces with names, to approach the annotation. User studies show that the CeleLabel leads to a much better labeling efficiency and satisfaction. |
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CHEN, Zhineng BAI, Jinfeng NGO, Chong-wah FENG, Bailan XU, Bo |
author_facet |
CHEN, Zhineng BAI, Jinfeng NGO, Chong-wah FENG, Bailan XU, Bo |
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CHEN, Zhineng |
title |
CeleLabel: An interactive system for annotating celebrities in web videos |
title_short |
CeleLabel: An interactive system for annotating celebrities in web videos |
title_full |
CeleLabel: An interactive system for annotating celebrities in web videos |
title_fullStr |
CeleLabel: An interactive system for annotating celebrities in web videos |
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CeleLabel: An interactive system for annotating celebrities in web videos |
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celelabel: an interactive system for annotating celebrities in web videos |
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Institutional Knowledge at Singapore Management University |
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2014 |
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https://ink.library.smu.edu.sg/sis_research/6460 https://ink.library.smu.edu.sg/context/sis_research/article/7463/viewcontent/2647868.2654879.pdf |
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