计算机工程与科学2017，Vol.39Issue(8)：1513-1519,7.DOI:10.3969/j.issn.1007-130X.2017.08.020
一种基于鲁棒局部纹理特征的背景差分方法
A background subtraction method based on robust local texture features
摘要
Abstract
Focusing on the precise detection of moving objects,we propose a new local texture descriptor-LBP_Center,which is robust to noise and invariant to gray scale.And together with the color information of pixels we apply it to the background model.Then we update the model by random sampling and introduce background complexity to remove the noise of the multimode dynamic background.Experimental results on standard testing datasets indicate that the new method has good robustness to soft project shadows and slow illumination change,and better comprehensive performance in comparison with other algorithms.关键词
运动目标检测/背景差分/局部纹理特征/柔性投射阴影Key words
detection of moving objects/background subtraction/local texture feature/soft projected shadows分类
信息技术与安全科学引用本文复制引用
金静,党建武,王阳萍,翟凤文..一种基于鲁棒局部纹理特征的背景差分方法[J].计算机工程与科学,2017,39(8):1513-1519,7.基金项目
国家自然科学基金(61162016,61562057) （61162016,61562057）
甘肃省科技支撑计划(1104FKCA102,1104GKCA057) （1104FKCA102,1104GKCA057）
甘肃省青年科技基金(148RJYA011) （148RJYA011）
兰州交通大学校青年基金(2015003) （2015003）
兰州市人才创新创业科技计划(2014-RC-7) （2014-RC-7）
