| 图像边缘检测算法的比较与实现 |
| |
| 引用本文： | 李娅娅,李志洁,郑海旭,王存睿.图像边缘检测算法的比较与实现[J].计算机工程与设计,2010,31(9). |
| |
| 作者姓名： | 李娅娅 李志洁 郑海旭 王存睿 |
| |
| 作者单位： | 大连民族学院,计算机科学与工程学院,辽宁,大连,116600 |
| |
| 基金项目： | 大连民族学院博士启动基金 |
| |
| 摘 要： | 边缘检测的目的是标识数字图像中灰度变化明显的点,而导函数正好能反映图像灰度变化的显著程度,因而许多方法利用导数来检测边缘.针对典型的基于导数的边缘检测算法Sobel、Log和Canny,在分析其算法思想和流程的基础上,利用MATLAB对这3种算法进行了仿真实验,分析了各自的性能和算法特点,比较边缘检测效果并给出了各自的适用范围.
|
| 关 键 词： | 图像处理 边缘检测 模板 卷积 非极大抑制 |
Comparison and implementation of image edge detection algorithm |
| |
| LI Ya-ya,LI Zhi-jie,ZHENG Hai-xu,WANG Cun-rui.Comparison and implementation of image edge detection algorithm[J].Computer Engineering and Design,2010,31(9). |
| |
| Authors: | LI Ya-ya LI Zhi-jie ZHENG Hai-xu WANG Cun-rui |
| |
| Affiliation: | LI Ya-ya,LI Zhi-jie,ZHENG Hai-xu,WANG Cun-rui (School of Computer Science , Engineering,Dalian Nationalities University,Dalian 116600,China) |
| |
| Abstract: | The purpose of edge detection is to mark the image points that change significantly in intensity. Since derivative could reflect the significant degree of image intensity changes, derivative is used to solve the problem of edge detection in many researched. Three typical edge detection algorithms based on derivatives (Sobel, Log, Canny) are analyzed thoroughly in aspects of idea and flow. Experiments are performed using MATLAB to evaluate these edge detection algorithms. The performance results are analyzed... |
| |
| Keywords: | image processing edge detection template convolution non-maximum suppression |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
