Improved algorithms of template matching recognition

Computer Engineering and Applications ›› 2007, Vol. 43 ›› Issue (36): 238-240.

• 工程与应用 • Previous Articles Next Articles

Improved algorithms of template matching recognition

WANG Xin,YIN Xiao-chuan,ZHOU Xiang-xiang

Department of Command Automation，Institute of Telecommunication Engineering，Air Force Engineering University，Xi’an 710077，China

Received:1900-01-01 Revised:1900-01-01 Online:2007-12-21 Published:2007-12-21
Contact: WANG Xin

一种改进的模版匹配识别算法

王欣,殷肖川,周翔翔

空军工程大学电讯工程学院指挥自动化系，西安 710077

通讯作者: 王欣

Abstract

Abstract: Study several common recognition algorithms，then advance a full-area feature weight template matching algorithm.It is an improvement on feature weight template matching algorithm.Theoretical analysis and actual tests show that the ratio of wrong recognition is reduced.

Key words: pattern recognition, template matching, feature weight

摘要： 通过对现有常用的几种模板匹配算法的分析与研究，提出了一种全区域特征加权模板匹配识别算法，它是对特征加权的模板匹配算法的一种改进。经过理论分析与实际测试，这种改进的识别算法进一步降低了字符的误识率。

关键词: 模式识别, 模板匹配, 特征加权

WANG Xin,YIN Xiao-chuan,ZHOU Xiang-xiang. Improved algorithms of template matching recognition[J]. Computer Engineering and Applications, 2007, 43(36): 238-240.

王欣,殷肖川,周翔翔. 一种改进的模版匹配识别算法[J]. 计算机工程与应用, 2007, 43(36): 238-240.

[1]	ZHANG Zhentong, SHAN Yugang, YUAN Jie. Remote Sensing Image Detection Algorithm Combining Multi-scale and Attention Mechanism [J]. Computer Engineering and Applications, 2021, 57(9): 212-216.
[2]	HOU Xuan, XUE Fei, CHEN Tao. UAV Target Detection on Quantum Multi-pattern Recognition Optimization Algorithm [J]. Computer Engineering and Applications, 2021, 57(7): 228-236.
[3]	CHEN Junfeng, ZHENG Zhongtuan. Over-Sampling Method on Imbalanced Data Based on WKMeans and SMOTE [J]. Computer Engineering and Applications, 2021, 57(23): 106-112.
[4]	XU Jiajun, ZHANG Yiwei, ZHAO Jian, XIANG Shaohua. Power Template-Collision Analysis Based on SM4 Algorithm [J]. Computer Engineering and Applications, 2021, 57(11): 111-118.
[5]	LU Junjie, HUANG Jinquan, LU Feng. Likelihood K-means Clustering for Gas Path Failure Diagnostics of Turbofan Engine [J]. Computer Engineering and Applications, 2020, 56(9): 136-141.
[6]	MA Ling, LUO Xiaoshu, JIANG Pinqun. Research on Dot Matrix Character Recognition Based on Template Matching and Support Vector Machine [J]. Computer Engineering and Applications, 2020, 56(4): 134-139.
[7]	YUAN Liangyou, ZHOU Hang, HAN Dan, XU Guoliang. Improved Skeleton Extraction Algorithm with Smoothing Iterations [J]. Computer Engineering and Applications, 2020, 56(24): 188-193.
[8]	JIANG Dongming, YANG Huogen. Unsupervised Community Detection Algorithm Integrating Graph Convolutional Network Model [J]. Computer Engineering and Applications, 2020, 56(20): 59-66.
[9]	SUI Xiuwu, NIU Jiabao, LI Haotian, QIAO Mingmin. Upper Limb sEMG Gesture Recognition Method Based on NMF-SVM Model [J]. Computer Engineering and Applications, 2020, 56(17): 161-166.
[10]	WANG Zhong, ZHANG Xueliang, LIU Yaqun, ZHOU Junyu, SHAN Dongsheng. Research on Face Gesture Recognition Based on EEG Sensor [J]. Computer Engineering and Applications, 2020, 56(12): 182-186.
[11]	XU Xiaolai, FANG Xiaoli. Image Segmentation Based on Intuitionistic Fuzzy Kernel c-Means Clustering Algorithms [J]. Computer Engineering and Applications, 2019, 55(17): 227-231.
[12]	WANG Zhongmin, ZHANG Yao, HENG Xia. Driving behavior recognition based on Sparse Filtering-Convolutional Neural Network [J]. Computer Engineering and Applications, 2018, 54(11): 128-132.
[13]	QIU Aikun, ZHU Jiagang. Multi-set canonical correlations analysis based on ensemble learning [J]. Computer Engineering and Applications, 2017, 53(6): 162-168.
[14]	YU Haiyan, LU Huijuan, ZHENG Wenbin. Feature weighting method based on part of speech embedding for sentiment classification [J]. Computer Engineering and Applications, 2017, 53(22): 121-125.
[15]	WANG Guofang1, ZHAO Shaohua2. Copper-plated polymer composite conductive microspheres counts and defects extraction for digital radiograph [J]. Computer Engineering and Applications, 2016, 52(9): 263-266.

Improved algorithms of template matching recognition

一种改进的模版匹配识别算法

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics