A Gabor Filter Based Image Acquisition Method for Raised Characters

被引:1
作者
Li, Xueyong [1 ]
Lu, Changhou
机构
[1] Shandong Univ, Sch Mech Engn, Jinan, Peoples R China
来源
MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3 | 2013年 / 373-375卷
关键词
Raised character; Image acquisition; Gabor filter; STRUCTURED-LIGHT; RECOGNITION;
D O I
10.4028/www.scientific.net/AMM.373-375.459
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a novel image acquisition technology for raised characters. First, laser stripes modulated with height information of raised character are captured using the 3D vision technique; then, laser stripes are combined into a grating image, in which are complete character images with grating background; Finally, a rational design Gabor kernel is applied to filter the grating image. Through this way, the background was removed and the grayscale images of the raised characters are reserved. Experiments show that the proposed method can get the well-separated character images. Also, it is more simple and efficient than the existing methods.
引用
收藏
页码:459 / +
页数:2
相关论文
共 8 条
[1]  
Chanchal C., 1995, SPIE INT SOC OPTICAL, V2622, P564
[2]   DISTORTION INVARIANT OBJECT RECOGNITION IN THE DYNAMIC LINK ARCHITECTURE [J].
LADES, M ;
VORBRUGGEN, JC ;
BUHMANN, J ;
LANGE, J ;
VANDERMALSBURG, C ;
WURTZ, RP ;
KONEN, W .
IEEE TRANSACTIONS ON COMPUTERS, 1993, 42 (03) :300-311
[3]   A novel image sensor for raised characters based on structured-light [J].
Li, Xueyong ;
Lu, Changhou ;
Xiao, Rujing ;
Zhang, Jianchuan ;
Ding, Jie .
SENSOR REVIEW, 2013, 33 (02) :134-140
[4]   An image acquisition method for raised characters based on laser vision technology [J].
Li, Xueyong ;
Lu, Changhou ;
Zhang, Jianchuan ;
Xiao, Rujing ;
Ding, Jie .
OPTICS AND LASERS IN ENGINEERING, 2013, 51 (02) :148-158
[5]   Shape measurement of small objects using LCD fringe projection with phase shifting [J].
Quan, C ;
He, XY ;
Wang, CF ;
Tay, CJ ;
Shang, HM .
OPTICS COMMUNICATIONS, 2001, 189 (1-3) :21-29
[6]   Development of a high-precision surface metrology system using structured light projection [J].
Tsai, MJ ;
Hung, CC .
MEASUREMENT, 2005, 38 (03) :236-247
[7]   2D Gaborface representation method for face recognition with ensemble and multichannel model [J].
Wang, Lin ;
Li, Yongping ;
Wang, Chengbo ;
Zhang, Hongzhou .
IMAGE AND VISION COMPUTING, 2008, 26 (06) :820-828
[8]   Gabor filters-based feature extraction for character recognition [J].
Wang, XW ;
Ding, XQ ;
Liu, CS .
PATTERN RECOGNITION, 2005, 38 (03) :369-379