A decreasing trend would be an evidence for a fixation behavior that initially selects locations with strong low-level feature values, and later, locations with weak low-level saliency.
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The contributions of image content and behavioral relevancy to overt attention.
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The predictive power of interestingness, and therefore the D KL values would then display an increasing trend along the stimulus presentation time.