计算机科学 ›› 2016, Vol. 43 ›› Issue (4): 318-321.doi: 10.11896/j.issn.1002-137X.2016.04.065
• 图形图像与模式识别 • 上一篇
皮嘉立,巫正中,陈卓
PI Jia-li, WU Zheng-zhong and CHEN Zhuo
摘要: 目标跟踪识别是计算机视觉领域的热点研究对象。首先采用基于Adaboost的目标检测算法,训练得到了特定类目标坦克模型的级联分类器,对图像中的坦克目标完成了 “粗检测”;通过构建类属超图(CSHG)模型,采取Adaboost与CSHG相结合的方式,有效滤除了大量虚警,实现了对坦克目标的“精检测”,同时完成了对目标的跟踪;最后利用基于类属超图的目标识别原理对目标进行识别,实验结果表明该方法在简单背景和复杂背景图像条件下均具有可行性。
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