融合显著性计算和高效子窗口搜索的目标检测方法

A Target Detection Method based on Fusing Saliency Calculation and Efficient Subwindow Search

为了实现航空侦察图像的快速目标检测,提出了融合显著性计算和高效子窗口搜索的目标检测方法。主要将目标的显著特征计算集成到搜索过程中,并通过高效子窗口搜索框架实现快速检测。针对航空侦察图像的目标检测实验表明,与显著图计算和高效子窗口搜索分开实施相比,新方法更加简洁和高效,且保持了原有的目标定位效果。

In order to implement fast target detection for aerial reconnaissance image,the target detection method based onfusing saliency calculation and efficient subwindow search is presented. It mainly integrates the saliency feature calculation of thetarget into the search process and realizes the fast detection through the efficient subwindow search framework. The detection experi-ments of aerial reconnaissance images show that the new method is simpler and more efficient than separately implementing the sa-liency map calculation and efficient subwindow search,and meanwhile maintains the original target positioning effect.