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基于运动增强和颜色分布比对的运动目标检测

郭江 谷多玉 李书晓 常红星

郭江, 谷多玉, 李书晓, 等 . 基于运动增强和颜色分布比对的运动目标检测[J]. 北京航空航天大学学报, 2012, (2): 263-267,272.
引用本文: 郭江, 谷多玉, 李书晓, 等 . 基于运动增强和颜色分布比对的运动目标检测[J]. 北京航空航天大学学报, 2012, (2): 263-267,272.
Guo Jiang, Gu Duoyu, Li Shuxiao, et al. Moving object detection using motion enhancement and color distribution comparison[J]. Journal of Beijing University of Aeronautics and Astronautics, 2012, (2): 263-267,272. (in Chinese)
Citation: Guo Jiang, Gu Duoyu, Li Shuxiao, et al. Moving object detection using motion enhancement and color distribution comparison[J]. Journal of Beijing University of Aeronautics and Astronautics, 2012, (2): 263-267,272. (in Chinese)

基于运动增强和颜色分布比对的运动目标检测

详细信息
  • 中图分类号: TP 391

Moving object detection using motion enhancement and color distribution comparison

  • 摘要: 为检测无人机视频中的地面运动目标,提出了一种运动和颜色信息相结合的算法.采用前向运动历史图像来增强独立运动信息和抑制背景噪声,确保完整分割出候选运动区域; 提出一种迭代的、基于局部颜色分布比对的方法,去除候选区域中的背景像素,以更准确地提取单个运动目标.算法不仅节约了计算量,还有效降低了误检和漏检的可能性.多组无人机视频的实验结果表明了所提算法的高效性和鲁棒性.

     

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出版历程
  • 收稿日期:  2010-10-22
  • 网络出版日期:  2012-02-29

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