Road sign detection and recognition using matching pursuit method

被引：109

作者：

Hsu, SH ^{[1
]}

Huang, CL ^{[1
]}

机构：

[1] Natl Tsing Hua Univ, Dept Elect Engn, Hsinchu 30043, Taiwan

来源：

IMAGE AND VISION COMPUTING | 2001年 / 19卷 / 03期

关键词：

matching pursuit filters; template matching;

D O I：

10.1016/S0262-8856(00)00050-0

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper describes an automatic road sign recognition system by using matching pursuit (MP) filters. The system consists of two phases. In the detection phase, it finds the relative position of road sign in the original distant image by using a priori knowledge, shape and color information and captures a closer view image. Then it extracts the road sign image from the closer view image by using conventional template-matching. The recognition phase consists of two processes: training and testing. The training process finds a set of best MP filter bases for each road sign. The testing process projects the input unknown road sign to different set of MP filter bases (corresponding to different road signs) to find the best match. (C) 2001 Elsevier Science B.V. All rights reserved.

引用

页码：119 / 129

页数：11

共 17 条

[1]

BESSERER B, 1993, P 4 INT C COMP VIS B, P624

[2]

DELAESCALERA A, 1997, IEEE T IND ELECT, V44

[3]

DESAINTBLANCARD M, 1992, VISION BASED VEHICLE, P162

[4] RECURSIVE 3-D ROAD AND RELATIVE EGO-STATE RECOGNITION [J].

DICKMANNS, ED ;

MYSLIWETZ, BD .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) :199-213

[5]

Gavrila DM, 1998, INT C PATT RECOG, P439, DOI 10.1109/ICPR.1998.711175

[6]

Haralick R. M., 1992, COMPUTER ROBOT VISIO, VII

[7]

Haralick R. M., 1992, COMPUTER ROBOT VISIO, V1

[8]

Janssen R., 1993, Intelligent Vehicles '93 Symposium, P390, DOI 10.1109/IVS.1993.697358

[9]

Koller D., 1991, ALGORITHMIC CHARACTE, P90

[10] MATCHING PURSUITS WITH TIME-FREQUENCY DICTIONARIES [J].

MALLAT, SG ;

ZHANG, ZF .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1993, 41 (12) :3397-3415

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