[1]纪利娥,杨风暴,王志社,等. 基于边缘图像和SURF特征的可见光与红外图像的匹配算法[J].红外技术,2012,34(11):629-635.
 JI Li-e,YANG Feng-bao,WANG Zhi-she,et al.Visible and Infrared Image Matching Algorithm Based on Edge Image and SURF Features[J].Infrared Technology,2012,34(11):629-635.
点击复制

 基于边缘图像和SURF特征的可见光与红外图像的匹配算法
分享到:

《红外技术》[ISSN:1001-8891/CN:CN 53-1053/TN]

卷:
34卷
期数:
2012年11期
页码:
629-635
栏目:
出版日期:
2012-12-31

文章信息/Info

Title:
Visible and Infrared Image Matching Algorithm Based on Edge Image and SURF Features
文章编号:
1001-8891(2012)11-0629-07
作者:
 纪利娥杨风暴王志社陈磊
 中北大学信息与通信工程学院
Author(s):
 JI Li-e YANG Feng-baoWANG Zhi-sheCHEN- Lei
 Information and Communication Engineering College, North University of China
关键词:
 可见光图像红外图像边缘检测SUFR算法特征点匹配
Keywords:
 visible imagesinfrared imagesedge detectionSUFR algorithmfeature points matching
分类号:
TP391.41
文献标志码:
A
摘要:
 利用灰度信息对可见光与红外图像进行匹配时,其效果受两类图像间灰度分布差异的影响。结合这两类图像的特征,提出了一种基于边缘图像和SURF(Speed-Up Robust Feature)特征的图像匹配方法。首先采用改进的三次B样条分别对两幅源图像进行边缘提取;然后利用 SURF算法在边缘图像上进行特征点检测;再通过最近邻次近邻比值法对特征点进行粗匹配,最后利用对极几何约束的RANSAC算法剔除误匹配点对,从而实现图像的匹配。实验结果表明,在正确匹配率方面本文算法明显优于Canny边缘提取和SURF的匹配方法,具有一定的有效性。
Abstract:
 Due to prominent distributional variations of grayscale between visible and infrared images, traditional matching methods based on grayscale information show obvious deficiency on these two kinds of image matching. Combining with the characteristics of these two kinds of images, an image matching algorithm based on edge image and SURF features is proposed. Firstly, we respectively extract edge images from the original images by adopting improved cubic b-spline. And secondly, we extract the SURF features from the edges of both images, then the ratio of the closest neighbor and second closest neighbor is used in the features matching. Finally, the RANSAC algorithm is applied to remove false matching points. The experiment results show that the proposed method is better than the Canny and SURF method in the correct matching probability, and the validity of matching method proposed is proved.

相似文献/References:

[1]陈海欣,顾国华,钱惟贤,等. 基于TMS320C6678的背景更新算法的改进与实现[J].红外技术,2013,35(01):021.
 CHEN Hai-xin,GU Guo-hua,QIAN Wei-xian,et al. Improvement and Implementation of Background Updating Algorithm Based on TMS320C6678[J].Infrared Technology,2013,35(11):021.
[2]陆凯,李成金,赵勋杰,等. 一种快速的亚像素图像配准算法[J].红外技术,2013,35(01):027.
 LU Kai,LI Cheng-jin,ZHAO Xun-jie,et al.A Fast Sub-pixel Image Registration Algorithm[J].Infrared Technology,2013,35(11):027.
[3]余慧娟,黎兰,刘相新,等. 地面目标红外成像仿真系统的设计与实现[J].红外技术,2013,35(01):031.
 YU Hui-juan,LI Lan,LIU Xiang-xin,et al. Design and Realization of Ground Objects Infrared Scene Simulator[J].Infrared Technology,2013,35(11):031.
[4]郭水旺,王宝红,季钢,等.基于基因表达式编码算法的红外图像轮廓提取[J].红外技术,2013,35(01):038.
 GUO Shui-wang,WANG Bao-hong,JI Gang,et al. Infrared Image Contour Extraction Based on the Gene Expression Coding Algorithm[J].Infrared Technology,2013,35(11):038.
[5]王兵学,雍杨,霍义华,等. 基于纹理特征分析的海天线检测方法[J].红外技术,2013,35(01):042.
 WANG Bing-xue,YONG Yang,HUO Yi-hua,et al. Sea-sky-line Detection Algorithm Based on Texture Analysis[J].Infrared Technology,2013,35(11):042.
[6]徐航,孟卫华,周珩,等. 半透明平板对辐射亮度的衰减影响分析[J].红外技术,2013,35(01):047.
 XU Hang,MENG Wei-hua,ZHOU Heng,et al.An Analysis on the Influence of Radiance Attenuation from a Semi-transparent Slab[J].Infrared Technology,2013,35(11):047.
[7]王宇,汤心溢,刘鹏,等. 拼接型长线列红外双波段图像实时传输系统[J].红外技术,2013,35(02):069.
 WANG Yu,TANG Xin-Yi,LIU Peng,et al. A Real-Time Transmission System of Splicing Long Linear Dual-Band IR Image[J].Infrared Technology,2013,35(11):069.
[8]潘胜达,林长青. 512×8中波TDI红外探测器成像系统设计[J].红外技术,2013,35(02):074.
 PAN Sheng-da,LIN Chang-qing.Design of Scanning Imaging System Based on 512×8 MW TDI IRFPA[J].Infrared Technology,2013,35(11):074.
[9]秦金明,陈宝国,李丽娟,等. 4×128双色线列红外探测器成像电路设计[J].红外技术,2013,35(02):078.
 QIN Jin-ming,CHEN Bao-guo,LI Li-juan,et al. Imaging Circuit Design of 4×128 Two-color Linear Array Infrared Detector[J].Infrared Technology,2013,35(11):078.
[10]徐君,刘强,谢承旺. 基于MOMES的Hadamard编码模板的设计方法[J].红外技术,2013,35(02):083.
 XU Jun,LIU Qiang,XIE Cheng-wang. The Design Approach of Hadamard Encoding Mask Based on MOMES[J].Infrared Technology,2013,35(11):083.
[11]孙爱平,皮冬明,安长亮,等. 光机装校阶段红外与可见光图像配准技术研究[J].红外技术,2013,35(01):050.
 SUN Ai-ping,PI Dong-ming,AN Chang-liang,et al. Study on IR/Visible Image Registration for Lens Assembly[J].Infrared Technology,2013,35(11):050.
[12]吴冬鹏,毕笃彦,马时平,等.边缘和对比度增强的NSST域红外与可见光图像融合[J].红外技术,2017,39(4):358.[doi:10.11846/j.issn.1001_8891.201704011]
 WU Dongpeng,BI Duyan,MA Shiping,et al.Infrared and Visible Image Fusion Based on Improved Saliency Map in NSST Domain [J].Infrared Technology,2017,39(11):358.[doi:10.11846/j.issn.1001_8891.201704011]

备注/Memo

备注/Memo:
 收稿日期:2012-09-11.
作者简介:纪利娥(1987-),女,山西大同人,硕士研究生,主要从事红外信息处理的研究。
基金项目:国家自然科学基金项目,编号:61171057;山西省回国留学人员科研资助项目,编号:910122;教育部高等学校博士学科点专项科研资助项目(博导类)
更新日期/Last Update: 2013-05-03