Object recognition using pattern analysis

被引:0
作者
Iftikhar, Nauman [1 ]
Iqbal, Saba [1 ]
Khattak, Naveed Sarfraz [1 ]
机构
[1] Natl Univ Sci & Technol Rawalpindi, Mil Coll Signals, Tamizuddin Rd, Rawalpindi Cantt, Pakistan
来源
6TH WSEAS INT CONF ON INSTRUMENTATION, MEASUREMENT, CIRCUITS & SYSTEMS/7TH WSEAS INT CONF ON ROBOTICS, CONTROL AND MANUFACTURING TECHNOLOGY, PROCEEDINGS | 2007年
关键词
object recognition; pattern matching; feature extraction; human perception;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The proposed research work describes an object recognition system based on Human perception, which is achieved through features (component) extraction and pattern analysis. Both strategies are applied on each subpart. Feature extraction is done through contouring and pattern analysis is achieved through making statistical bins for each pattern of subparts of vehicle. Each bin contains generic and specific measures and every measure posses some weight that contributes in analyzing each bin for making the decision about similarity or dissimilarity.
引用
收藏
页码:290 / +
页数:2
相关论文
共 8 条
[1]   Shape matching and object recognition using shape contexts [J].
Belongie, S ;
Malik, J ;
Puzicha, J .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (04) :509-522
[2]  
HEIPKE C, OVERVIEW IMAGE MATCH, pCH1
[3]  
IFTIKHAR N, 2007, LOCATION CLASSIFICAT
[4]  
*INT CORP, 2001, OP SOURC COMP VIS LI, pCH4
[5]  
*INT CORP, 2001, OP SOURC COMP VIS LI, P6
[6]  
Intel Corporation, 2001, OP SOURC COMP VIS LI
[7]  
KIRKPATRICK K, OBJECT RECOGNITON
[8]  
SHAPIRO L, 2000, COMPUTER VISION, pCH3