大数据分析技术的复杂偏振光成像图像融合方法  

Image fusion method of complex polarized light imaging based on big data analysis technology

作　　者：赵鑫[1] 安达 ZHAO Xin;AN Da(Hengshui University,Hengshui Hebei 053000,China)

机构地区：[1]衡水学院,河北衡水053000

出　　处：《激光杂志》2020年第12期83-87,共5页Laser Journal

基　　金：国家自然基金青年基金项目(No.61702165);河北省人社厅人才工程培养经费资助科研项目(No.A201803025);河北省衡水市衡水学院高层次人才科研启动基金项目(No.2018GC01);河北省教育部产学合作协同育人项目(No.201802151038)。

摘　　要：为了全面提取复杂偏振光成像图像特征,精准提取复杂偏振光成像图像的目标信息,提出基于大数据分析的复杂偏振光成像图像融合方法。此方法通过大数据环境下复杂偏振光成像图像特征提取方法,能够充分提取复杂偏振光成像图像的灰度特征、纹理特征、形状特征,然后通过基于特征分析的复杂偏振光成像图像融合方法,实现复杂偏振光成像图像灰度特征、纹理特征、形状特征的全面融合,最后测试结果表明,此方法可全方位、高效率提取复杂偏振光成像图像特征,且融合后的复杂偏振光成像图像清晰度较高。In order to fully extract the features of complex polarized light image and accurately extract the target information of complex polarized light image,an image fusion method based on big data analysis is proposed.This method can fully extract the gray feature,texture feature and shape feature of complex polarized light imaging image through the feature extraction method of complex polarized light imaging image in big data environment,and then realize the comprehensive fusion of gray feature,texture feature and shape feature of complex polarized light imaging image through the fusion method of complex polarized light imaging image based on feature analysis.The test results show that this method can extract the image features of complex polarized light in all directions and high efficiency,and the image clarity of the fused complex polarized light is high.

关 键 词：大数据分析 复杂 偏振光成像 图像融合 

分 类 号：TN929[电子电信—通信与信息系统]