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Construction and evaluation of a human-in-the-loop video annotation system for nodding during meetings
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- TOKUHARA Kosuke
- Kyushu University
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- WATANABE Ko
- University of Kaiserslautern & DFKI GmbH
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- ISHIMARU Shoya
- University of Kaiserslautern & DFKI GmbH
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- ARAKAWA Yutaka
- Kyushu University
Bibliographic Information
- Other Title
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- ミーティング中のうなずきを対象としたヒューマンインザループ動画アノテーションシステムの構築と評価
- Published
- 2022
- DOI
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- 10.11517/pjsai.jsai2022.0_3h3os12a03
- Publisher
- The Japanese Society for Artificial Intelligence
Description
<p>Annotation is one of the time consuming manipulation for human to do. In our previous work, we made a nodding recognition model using annotated video data made by an annotator. We find that consumption of annotation time and the work load require for the annotator is huge. In this work we come up with the idea of human-in-the-loop video annotation system, which the machine leaning model create annotation result before the annotator finalize the annotation result.With this system we evaluated how average time consumed in annotation is reduced.</p>
Journal
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- Proceedings of the Annual Conference of JSAI
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Proceedings of the Annual Conference of JSAI JSAI2022 (0), 3H3OS12a03-3H3OS12a03, 2022
The Japanese Society for Artificial Intelligence
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Keywords
Details 詳細情報について
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- CRID
- 1390292706092174592
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- ISSN
- 27587347
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed
