Mental Focus Analysis Using the Spatio-temporal Correlation between Visual Saliency and Eye Movements

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概要

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• The spatio-temporal correlation analysis between visual saliency and eye movements is presented for the estimation of the mental focus toward videos. We extract spatio-temporal dynamics patterns of saliency areas from the videos, which we refer to as saliency-dynamics patterns, and evaluate eye movements based on their correlation with the saliency-dynamics patterns in view. Experimental results using TV commercials demonstrate the effectiveness of the proposed method for the mental-focus estimation.

著者

• Matsuyama Takashi

  Graduate School Of Biol. Sci.

• Hirayama Takatsugu

  Graduate School Of Informatics Kyoto University

• KAWASHIMA Hiroaki

  Graduate School of Informatics, Kyoto University

• Yonetani Ryo

  Graduate School of Informatics, Kyoto University

• KAWASHIMA Hiroaki

  Graduate School of Engineering Science, Osaka University

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