遥感图像中目标检测的眼注视相关认知活动

2018 3rd International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2018-07-01 DOI:10.1109/ICCIA.2018.00039

Xiaojuan Wang, Ying Zeng, Jun Shu, Chi Zhang, Bin Yan

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引用次数: 1

摘要

眼动追踪获得的眼动既包括被测者在观看遥感图像时的注视位置，也包括被测者的认知活动。针对现有的基于眼动的兴趣区域分析方法无法判断该区域是否包含目标的问题，本文提出了一种利用眼动的认知活动来预测兴趣区域中目标的方法。该方法通过视动定位与眼动认知活动相结合，实现了遥感图像中目标的检测与定位。实验表明，在复杂背景的遥感图像中，注视相关的认知活动对目标预测有重要贡献。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Eye Fixation Related Cognitive Activities for Detecting Targets in Remote Sensing Images

Eye movements obtained during eye tracking include both the fixation location and cognitive activities of the subject when viewing the remote sensing images. Aiming at the problem that the existing region of interest analysis methods based on the eye movement do not determine whether the area contains targets or not, in this paper a method was presented to predict the targets in the regions of interest using cognitive activities from eye movement. The method realized the detection and location of targets in remote-sensing images through the combination of fixation location and cognitive activity in eye movements. Experiments showed that the cognitive activities related to fixations make significant contribution to target prediction in the remote sensing image with complex backgrounds.

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2018 3rd International Conference on Computational Intelligence and Applications (ICCIA)

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