收稿日期: 2010-10-26
修回日期: 2011-03-21
网络出版日期: 2011-05-29
Evaluation of Camouflage Effectiveness Using Human Visual Attention Mechanism
Received date: 2010-10-26
Revised date: 2011-03-21
Online published: 2011-05-29
贾其, 吕绪良, 吴超, 唐厚超 . 人眼视觉注意机制用于伪装效果评价[J]. 应用科学学报, 2011 , 29(3) : 294 -298 . DOI: 10.3969/j.issn.0255-8297.2011.03.013
In order to evaluate target camouflage effectiveness objectively, precisely and conveniently, we establish a model based on the human visual attention mechanism. A conspicuity map is obtained based on intensity of the input image, orientation characteristics and chromatic aberration. Shift of the focus of attention (FOA) is selected and measured with the mechanisms of winner-take-all (WTA) and inhibition of return. The relation between the FOA shift and target detection probability is obtained using a BP neural network. Target camouflage effectiveness can be measured precisely. Experiments are performed on 44 images of southern forest for training the BP neural network and validating the model. The results show that this
model has advantages in precision, determinability and operability.
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