JSAI2022

Presentation information

Organized Session

Organized Session » OS-12

[3H3-OS-12a] グループインタラクションとAI(1/2)

Thu. Jun 16, 2022 1:30 PM - 3:10 PM Room H (Room H)

オーガナイザ:酒造 正樹(東京電機大学)[現地]、湯浅 将英(湘南工科大学)、岡田 将吾(北陸先端科学技術大学院大学)、酒井 元気(日本大学)、近藤 一晃(京都大学)、中野 有紀子(成蹊大学)

2:10 PM - 2:30 PM

[3H3-OS-12a-03] Construction and evaluation of a human-in-the-loop video annotation system for nodding during meetings

Kosuke Tokuhara1, 〇Ko Watanabe2, Shoya Ishimaru2, Yutaka Arakawa1 (1. Kyushu University, 2. University of Kaiserslautern & DFKI GmbH)

Keywords:meeting, annotation, human-in-the-loop

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.

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