TY - GEN
T1 - Video viewer state estimation using gaze tracking and video content analysis
AU - Kim, Jae Woo
AU - Kim, Jong Ok
PY - 2013
Y1 - 2013
N2 - In this paper, we propose a novel viewer state model based on gaze tracking and video content analysis. There are two primary contributions in this paper. We first improve gaze state classification significantly by combining video content analysis. Then, based on the estimated gaze state, we propose a novel viewer state model indicating both viewer's interest and existence of viewer's ROIs. Experiments were conducted to verify the performance of the proposed gaze state classifier and viewer state model. The experimental results show that the use of video content analysis in gaze state classification considerably improves the classification results and consequently, the viewer state model correctly estimates the interest state of video viewers.
AB - In this paper, we propose a novel viewer state model based on gaze tracking and video content analysis. There are two primary contributions in this paper. We first improve gaze state classification significantly by combining video content analysis. Then, based on the estimated gaze state, we propose a novel viewer state model indicating both viewer's interest and existence of viewer's ROIs. Experiments were conducted to verify the performance of the proposed gaze state classifier and viewer state model. The experimental results show that the use of video content analysis in gaze state classification considerably improves the classification results and consequently, the viewer state model correctly estimates the interest state of video viewers.
KW - gaze state classification
KW - gaze tracking
KW - region of interest
KW - video viewing
KW - viewer state
UR - http://www.scopus.com/inward/record.url?scp=84893654895&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84893654895&partnerID=8YFLogxK
U2 - 10.1109/VCIP.2013.6706365
DO - 10.1109/VCIP.2013.6706365
M3 - Conference contribution
AN - SCOPUS:84893654895
SN - 9781479902903
T3 - IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing
BT - IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing
T2 - 2013 IEEE International Conference on Visual Communications and Image Processing, IEEE VCIP 2013
Y2 - 17 November 2013 through 20 November 2013
ER -