华中科技大学学报（自然科学版）2016，Vol.44Issue(10)：119-122,4.DOI:10.13245/j.hust.161023
结合局部二元图特征的运动目标阴影抑制方法
Shadow suppression method for moving object based on the characteristics of binary pattern
摘要
Abstract
An improved image segmentation algorithm which combining image edge information was proposed in order to solve the problem that the shadow discrimination algorithm based on local binary pattern texture works badly on dark shadow edges suppression .In shadows suppression step ,for the pixels on edges , the proposed algorithm clustered pixels into foreground and background based on their local binary pattern texture values directly ;for other pixels ,a sliding window with the undeter‐mined pixel as its center was used ,and the local binary pattern texture values of background pixel and foreground pixel at same place in the sliding window were compared .Then the number of pixel pairs with same binary pattern texture value among the sliding window was counted .If the number was greater than certain threshold ,then the center pixel was classified as background pixel ,otherwise it was classified as foreground pixel .The experimental results show that the improved algorithm is a‐daptive to shading degree change ,w hich can eliminate false shadow edges compared to the algorithms only using local binary pattern .The computation complexity is proportional to the size of the shadow area .关键词
目标分割/阴影抑制/背景建模/混合高斯模型/局部二元图Key words
object segmentation/shadow suppression/background modeling/Gaussian mixture mod-els/local binary patterns分类
信息技术与安全科学引用本文复制引用
戴璐平,刘海英,郑宽磊..结合局部二元图特征的运动目标阴影抑制方法[J].华中科技大学学报（自然科学版）,2016,44(10):119-122,4.基金项目
湖北省教育厅资助项目（B2016059）． （）
