弹出:一种新的视觉注意认知模型,使用光照水平分析来更好地模仿静态图像的自由观看任务

Makiese Mibulumukini
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引用次数: 2

摘要

当光照条件改变时,人的视线不会指向图像的同一部分。目前的显著性模型在自下而上的过程中不考虑光照水平分析。本文介绍了一种新的显著性模型,该模型更好地模拟了自由观看任务(自下而上过程)下视觉注意的生理和心理过程。该模型分析光照条件,目的是为颜色波长赋予不同的权重。由此产生的显著性测量比许多流行的认知方法表现得更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pop-Out: A New Cognitive Model of Visual Attention That Uses Light Level Analysis to Better Mimic the Free-Viewing Task of Static Images
Human gaze is not directed to the same part of an image when lighting conditions change. Current saliency models do not consider light level analysis during their bottom-up processes. In this paper, we introduce a new saliency model which better mimics physiological and psychological processes of our visual attention in case of free-viewing task (bottom-up process). This model analyzes lighting conditions with the aim of giving different weights to color wavelengths. The resulting saliency measure performs better than a lot of popular cognitive approaches.
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