局部二值模式方法研究与展望

摘要

针对当前局部二值模式(Local binary pattern,LBP)方法表现出的理论和实际应用价值,系统综述了在纹理分析和分类、人脸分析和识别以及其他检测与应用中的各种LBP方法.首先,简要概述了LBP方法的原理,主要分析了LBP方法中的阈值操作并介绍了统一模式和旋转不变性模式.其次,分别对纹理分析和分类中的LBP方法、人脸分析和识别中的LBP方法以及其他检测与应用中的LBP方法等三个方面进行了详细的梳理和评述.最后,分析了LBP方法在应用中依旧存在的重要问题并指出了未来的研究方向.%In view of the theoretical and practical value of local binary pattern (LBP),the various LBP methods in texture analysis and classification,face analysis and recognition,and other detection applications are reviewed.Firstly,the principle of LBP method is briefly discussed,which mainly analyses the threshold operation,the uniform pattern and rotation invariant pattern in LBP method.Secondly,the texture analysis and classification of the LBP method,face analysis and recognition of the LBP method and other detection applications of the LBP method are particular combed and commented.Finally,the existing important problems of the LBP method are analyzed and the future for the LBP method is pointed out.