Edge detection of image based on LOG and wavelet transformation

doi:10.3778/j.issn.1002-8331.2009.21.034

Computer Engineering and Applications ›› 2009, Vol. 45 ›› Issue (21): 115-117.DOI: 10.3778/j.issn.1002-8331.2009.21.034

• 图形、图像、模式识别 • Previous Articles Next Articles

Edge detection of image based on LOG and wavelet transformation

HUANG Jian-ling¹，ZOU Hui²

1.Mathematics and Computer Department，Shangrao Teacher’s College，Shangrao，Jiangxi 334000，China
2.Mechanical Department，Shangrao Polytechnic College，Shangrao，Jiangxi 334000，China

Received:2008-12-23 Revised:2009-02-26 Online:2009-07-21 Published:2009-07-21
Contact: HUANG Jian-ling

结合LOG算子和小波变换的图像边缘检测方法

黄剑玲¹，邹辉²

1.上饶师范学院数学与计算机系，江西上饶 334000
2.上饶职业技术学院机械系，江西上饶 334000

通讯作者: 黄剑玲

Abstract

Abstract: This paper studies the causes of noise sensitivity and edge coarseness using usual edge detection presently.A new method for image edge detection based on data fusion is presented，which detects the edge of original image with improved LOG and DWT respectively，then produces a new image by fusing the two results above.Experiment shows that proposed method gathers excellence of two detection method，increases veracity effectively and a much better edge detection result.

Key words: LOG, wavelet transformation, edge detection, data fusion

摘要： 针对目前常用的边缘检测方法对噪声比较敏感，测得的边缘比较粗糙等现象，在传统边缘检测方法的基础上提出了一种基于数据融合的边缘检测方法。该方法分别采用改进的LOG算子和离散小波变换对原始图像进行边缘检测，建立相应的融合原则，并将两种方法检测出来的边缘进行数据融合，得到最终的图像边缘。实验证明，该方法结合了两种检测方法的优点，有效地提高了边缘检测准确性，获得了比较理想的边缘检测效果。

关键词: LOG, 小波变换, 边缘检测, 数据融合

HUANG Jian-ling¹，ZOU Hui². Edge detection of image based on LOG and wavelet transformation[J]. Computer Engineering and Applications, 2009, 45(21): 115-117.

黄剑玲¹，邹辉². 结合LOG算子和小波变换的图像边缘检测方法[J]. 计算机工程与应用, 2009, 45(21): 115-117.

[1]	LI Chaoqun, CHEN Zhigang, SONG Xinxia, ZHOU Yunhui. Survey of Contact Tracking System in Epidemic Environments [J]. Computer Engineering and Applications, 2021, 57(9): 68-80.
[2]	ZHANG Xiaowen, REN Yongfeng. Image Matching Algorithm Combining Sparse Representation and Topological Similarity [J]. Computer Engineering and Applications, 2021, 57(8): 198-203.
[3]	ZHAO Yuanli, LIANG Zhijian. Research on Stance Detection Based on Dual Attention Mechanism of Heteronuclear Convolution [J]. Computer Engineering and Applications, 2021, 57(8): 119-125.
[4]	LI Hui, ZHANG Tianyuan, JIN Shuyu. Social Emotion Mining in Ancient Chinese Metrical Poetry [J]. Computer Engineering and Applications, 2021, 57(7): 171-177.
[5]	LI Zhongdao, LIU Yuansheng, CHANG Feixiang, ZHANG Jun, LU Ming. Research on UWB and LiDAR Fusion Positioning Algorithm in Indoor Environment [J]. Computer Engineering and Applications, 2021, 57(6): 260-266.
[6]	HU Wei’an, ZOU Junzhong, GUO Yucheng, ZHANG Jian, WANG Bei. Lesion Recognition Method of Pathological Images Based on Multidimensional Features [J]. Computer Engineering and Applications, 2021, 57(6): 144-151.
[7]	ZHENG Kun, KONG Jiangping, ZHOU Jing, CI Kangyi, CHANG Peng. Review of iPPG and Application of Physiological Parameter Detection in Education [J]. Computer Engineering and Applications, 2021, 57(5): 25-35.
[8]	CAI Dongli, ZHONG Qinghua, ZHU Yongsheng, LIAO Jinxiang, HAN Maizhi. EEG Emotion Recognition Using Convolutional Neural Network with 3D Input [J]. Computer Engineering and Applications, 2021, 57(5): 161-167.
[9]	HU Jie, ZHANG Ying, XIE Shiyi. Summary of Research Progress on Application of Domestic Remote Sensing Image Classification Technology [J]. Computer Engineering and Applications, 2021, 57(3): 1-13.
[10]	PAN Shupeng, LIU Youyao, JIAO Jiye, LI Zhao. Research and Design of FPU Based on RISC-V Floating Point Instruction Set [J]. Computer Engineering and Applications, 2021, 57(3): 80-86.
[11]	WU Di, ZHANG Mengtian, SHENG Long, HUANG Zhuyun, GU Mingxing. Microblog Hot Topic Evolution Based on Improved On-Line Biterm Topic Model [J]. Computer Engineering and Applications, 2021, 57(24): 179-184.
[12]	AN Weichao, YAN Ting, ZHANG Nan, ZHANG Shan, XIANG Jie, CAO Rui, WANG Bin. Application of Pathological Image Texture Analysis in MSI Prediction of Gastric Cancer [J]. Computer Engineering and Applications, 2021, 57(24): 205-211.
[13]	MA Qinglu, TANG Xiaoyao. Vehicle Detection Algorithm Combining Time Domain and Watershed Information [J]. Computer Engineering and Applications, 2021, 57(24): 227-233.
[14]	ZHANG Fang, WU Jie, YANG Yue. Emission Reduction and Coordination Decision in Cold Chain Logistics Service Supply Chain Considering Risk Aversion [J]. Computer Engineering and Applications, 2021, 57(24): 259-267.
[15]	ZHONG Yating, LIN Yanmei, CHEN Dingjia, PENG Yuzhong, ZENG Yuanpeng. Review on Integration Analysis and Application of Multi-omics Data [J]. Computer Engineering and Applications, 2021, 57(23): 1-17.

Edge detection of image based on LOG and wavelet transformation

结合LOG算子和小波变换的图像边缘检测方法

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics