A spatio-temporal model of the selective human visual attention

A new spatio-temporal model for simulating the bottom-up visual attention is proposed. It has been built from numerous important properties of the human visual system (HVS). This paper focuses both on the architecture of the model and on its performances. Given that the spatial model of the bottom-u...

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Bibliographic Details
Main Authors: Le Meur, O., Thoreau, D., Le Callet, P., Barba, D.
Format: Conference Proceeding
Language:English
Subjects:
Biological system modeling
Computational modeling
Feature extraction
Flowcharts
Humans
Psychology
Quality assessment
Video compression
Visual system
Watermarking
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Summary:A new spatio-temporal model for simulating the bottom-up visual attention is proposed. It has been built from numerous important properties of the human visual system (HVS). This paper focuses both on the architecture of the model and on its performances. Given that the spatial model of the bottom-up visual attention has already been defined [O. Le Meur et al., 2004], the temporal dimension is more accurately described. A qualitative and quantitative comparison with human fixations collected from an eye tracking apparatus is undertaken. From the former, the quality of the prediction is deemed very good whereas the latter illustrates that the best predictor of the human fixation consists of the sum all visual features (achromatic, chromatic and motion).
ISSN:1522-4880
2381-8549
DOI:10.1109/ICIP.2005.1530610