Feature point matching based on bidirectional maximal correlation and parallactic restriction

doi:10.3778/j.issn.1002-8331.2008.28.052

Computer Engineering and Applications ›› 2008, Vol. 44 ›› Issue (28): 155-157.DOI: 10.3778/j.issn.1002-8331.2008.28.052

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

Feature point matching based on bidirectional maximal correlation and parallactic restriction

XU Wei,ZHANG Mao-jun,XIONG Zhi-hui,WANG Wei

College of Information System and Management，National University of Defense Technology，Changsha 410073，China

Received:2008-03-26 Revised:2008-06-19 Online:2008-10-01 Published:2008-10-01
Contact: XU Wei

基于双向最大相关与视差约束的特征点匹配

徐玮,张茂军,熊志辉,王炜

国防科技大学信息系统与管理学院，长沙 410073

通讯作者: 徐玮

Abstract

Abstract: This paper proposed a matching method of feature point based on bidirectional maximal correlation and parallactic restriction，which firstly improves the precision of feature point matching by utilizing the strategy of bidirectional matching，and then eliminates false matching point based on parallactic restriction.Experimental results show that this matching method is not only easy and efficient，but also precise for matching.

Key words: feature point, feature point matching, parallactic restriction

摘要： 提出一种基于双向最大相关与视差约束的特征点匹配方法，首先利用双向匹配策略来提高匹配精度，然后基于视差约束条件进一步剔除误匹配点，实验证明该算法不仅简单高效而且匹配精度高。

关键词: 特征点, 特征点匹配, 视差约束

XU Wei,ZHANG Mao-jun,XIONG Zhi-hui,WANG Wei. Feature point matching based on bidirectional maximal correlation and parallactic restriction[J]. Computer Engineering and Applications, 2008, 44(28): 155-157.

徐玮,张茂军,熊志辉,王炜. 基于双向最大相关与视差约束的特征点匹配[J]. 计算机工程与应用, 2008, 44(28): 155-157.

[1]	WEI Baoguo, ZHANG Yulan, ZHOU Jiaming. Feature Point Selection for Image Matching [J]. Computer Engineering and Applications, 2021, 57(3): 208-214.
[2]	WANG Guoyi, SUN Yongrong, WU Lei, ZENG Qinghua. Scale Adaptive Correlation Tracking Method for Circular Target Based on Block Detection [J]. Computer Engineering and Applications, 2020, 56(8): 177-184.
[3]	GUO Keyou, MA Liping, HU Wei. Facial Feature Point Detection and Facial Orientation Calculation Based on DCNN [J]. Computer Engineering and Applications, 2020, 56(4): 202-208.
[4]	ZHANG Yi, WANG Yanbo, GAO Qifeng, YANG Dewei, WEI Bo. Recognition and Location of Cigarette Packages Based on Improved FAST-SURF Algorithm [J]. Computer Engineering and Applications, 2020, 56(3): 252-258.
[5]	ZHU Chao, WU Suping. Feature Point Detection DoG Parallel Algorithm [J]. Computer Engineering and Applications, 2020, 56(10): 36-43.
[6]	ZHENG Yinhuan1, WANG Beizhan2, WANG Jiajun2, CHEN Lingyu2, HONG Qingqi2. Research on Deep Convolution Neural Network with Small Filter Used in Facial Landmark Detection [J]. Computer Engineering and Applications, 2019, 55(4): 173-178.
[7]	HU Xiaojing1, ZHOU Mingquan2, GENG Guohua1, ZHANG Yuhe1. 3D Face Similarity Measurement Based on Adaptive Neighborhood Description [J]. Computer Engineering and Applications, 2019, 55(2): 187-192.
[8]	GUO Enhui1, ZHANG Xiaoguo2, CHEN Gang1. Research on Algorithm of Eliminating Mismatching Points Based on Adaptive Neighborhood Test [J]. Computer Engineering and Applications, 2019, 55(14): 198-202.
[9]	LI Jiaxiang, FAN Yingle, WU Wei. Image feature point detection method based on biological vision mechanism [J]. Computer Engineering and Applications, 2018, 54(7): 182-187.
[10]	ZHAO Ying1, GENG Xiulin1, LI Qi1, JIANG Guangqi1, GU Yu1, 2. Study on dynamic image recognition in visual prosthesis [J]. Computer Engineering and Applications, 2018, 54(23): 162-169.
[11]	JIA Wenxiao1, ZHANG Guicang1, WANG Liangliang1, QIN Na2. Image registration algorithm based on SIFT and improved RANSAC [J]. Computer Engineering and Applications, 2018, 54(2): 203-207.
[12]	LIN Ting1, LOU Xiaoping1,2, LIU Feng1,2, LI Weixian1,2. Improved feature points matching algorithm on sequence image [J]. Computer Engineering and Applications, 2017, 53(9): 141-145.
[13]	GUO Wenxian1, GAO Chenxi2, ZHANG Zhi1, ZHANG Lei1. Research on indoor SLAM based on strategy of sparse features [J]. Computer Engineering and Applications, 2017, 53(16): 110-115.
[14]	QIN Fei, WANG Ronggui, LIANG Qixiang, ZHANG Dongmei, LI Xiang. Improved TLD target tracking algorithm based on key feature points [J]. Computer Engineering and Applications, 2016, 52(4): 181-187.
[15]	LU Yan1, HUI Qiaojuan2. Improved framework for 3D face feature points extraction method based on statistic deformable model [J]. Computer Engineering and Applications, 2016, 52(24): 166-170.

Feature point matching based on bidirectional maximal correlation and parallactic restriction

基于双向最大相关与视差约束的特征点匹配

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics