• Title/Summary/Keyword: Crossmodal Association

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Extraction Analysis for Crossmodal Association Information using Hypernetwork Models (하이퍼네트워크 모델을 이용한 비전-언어 크로스모달 연관정보 추출)

  • Heo, Min-Oh;Ha, Jung-Woo;Zhang, Byoung-Tak
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.278-284
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    • 2009
  • Multimodal data to have several modalities such as videos, images, sounds and texts for one contents is increasing. Since this type of data has ill-defined format, it is not easy to represent the crossmodal information for them explicitly. So, we proposed new method to extract and analyze vision-language crossmodal association information using the documentaries video data about the nature. We collected pairs of images and captions from 3 genres of documentaries such as jungle, ocean and universe, and extracted a set of visual words and that of text words from them. We found out that two modal data have semantic association on crossmodal association information from this analysis.

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