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Mental Focus Analysis Using the Spatio-temporal Correlation between Visual Saliency and Eye Movements
- Source :
- Journal of Information Processing. 20(1):267-276
- Publication Year :
- 2012
- Publisher :
- Information Processing Society of Japan, 2012.
-
Abstract
- 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.
- Subjects :
- General Computer Science
business.industry
Computer science
Spatio-Temporal Analysis
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Eye movement
mental focus
saliency map
Correlation
Spatio temporal correlation
Correlation analysis
Computer vision
Saliency map
Artificial intelligence
Focus (optics)
business
eye movement
spatio-temporal analysis
Visual saliency
Subjects
Details
- Language :
- English
- Volume :
- 20
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Journal of Information Processing
- Accession number :
- edsair.doi.dedup.....2acd042eb3ddea4b2492c61492929c91