基于纹理分析的张数检测算法

刘东昌; 王欣刚; 李锐

doi:10.11834/jig.20110325

图像分析和识别 | 浏览量 : 0 下载量: 244 CSCD: 0

PDF
导出
分享
收藏
专辑

基于纹理分析的张数检测算法
Number detection of layered structures based on texture analysis
2011年16卷第3期页码：413-419
网络出版：2011-04-01，

纸质出版：2011
DOI： 10.11834/jig.20110325
稿件说明：

移动端阅览

刘东昌, 王欣刚, 李锐. 基于纹理分析的张数检测算法[J]. 中国图象图形学报, 2011,16(3):413-419. DOI： 10.11834/jig.20110325.

Number detection of layered structures based on texture analysis[J]. Journal of Image and Graphics, 2011, 16(3): 413-419. DOI： 10.11834/jig.20110325.

摘要

针对印刷行业中产品张数检测问题，提出一种基于纹理分析的印刷品张数检测算法。该方法通过对印刷品的侧面图像进行分析得到张数值。主要处理过程分为4步：首先对输入图像进行预处理，即构造一个Gabor滤波器对图像纹理进行增强；其次把预处理后图像沿某一方向分段投影转化为一系列的1维投影信号；再次利用经验模式分解（EMD），从含有复杂噪声的信号中抽取周期性的张数估计值；最后统计上述估计值并用求众数的方法确定最终的张数结果。接下来设计了两个实验来测试该算法的稳定性和精度，并证明了算法的有效性。

Abstract

In order to detect the sheet number of layered structures in print industry

a texture analysis based method is proposed. This method detects pages of print by analyzing side image of the target. The main process has four steps: At first

a Gabor filter is designed to enhance the texture in input image. Then

a serial of one-dimensional signals are extracted from the enhanced image using projection method. Third

empirical mode decomposition (EMD) is used to analyze these signals

which contain complex noise

to obtain the corresponding estimate of sheet number. Finally

the result is determined by the mode of all estimates. We designed two experiments to test stability and accuracy of the algorithm and proved its effectiveness.