Electronics Optics & Control, Volume. 22, Issue 12, 9(2015)
An ESS Target Detection Method Based on Ittis Saliency Map and Maximum Saliency Density
In order to implement fast target detection for aerial reconnaissance image,an Efficient Subwindow Search (ESS) target detection method based on Ittis saliency map and maximum saliency density is presented.Itti model is used to generate saliency map,then the ESS method based on maximum saliency density is designed.The main idea is to transform the salient target detection into an issue of maximum saliency density,then to localize the maximum saliency density in global optimum using branch-and-bound algorithm.The experimental results show that the proposed method is able to realize fast target detection,with average time cost for target detection of 36.6 ms,and detection rate of 83.2%.
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LIU Song-tao, HUANG Jin-tao, LIU Zhen-xing. An ESS Target Detection Method Based on Ittis Saliency Map and Maximum Saliency Density[J]. Electronics Optics & Control, 2015, 22(12): 9
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Received: Jan. 7, 2015
Accepted: --
Published Online: Dec. 18, 2015
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