Mental Focus Analysis Using the Spatio-temporal Correlation between Visual Saliency and Eye Movements
Ryo Yonetani, Hiroaki Kawashima, Takatsugu Hirayama, Takashi Matsuyama · Journal of Information Processing · 2012
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.