Statistical pattern recognition: a review
摘要：
The primary goal of pattern recognition is supervised or unsupervised classification. Among the various frameworks in which pattern recognition has been traditionally formulated, the statistical approach has been most intensively studied and used in practice. More recently, neural network techniques and methods imported from statistical learning theory have been receiving increasing attention. The design of a recognition system requires careful attention to the following issues: definition of pattern classes, sensing environment, pattern representation, feature extraction and selection, cluster analysis, classifier design and learning, selection of training and test samples, and performance evaluation. In spite of almost 50 years of research and development in this field, the general problem of recognizing complex patterns with arbitrary orientation, location, and scale remains unsolved. New and emerging applications, such as data mining, web searching, retrieval of multimedia data, face recognition, and cursive handwriting recognition, require robust and efficient pattern recognition techniques. The objective of this review paper is to summarize and compare some of the well-known methods used in various stages of a pattern recognition system and identify research topics and applications which are at the forefront of this exciting and challenging field.
展开
关键词：
Bayes methods decision theory learning (artificial intelligence neural nets parameter estimation pattern recognition classifier design cluster analysis complex patterns cursive handwriting recognition
DOI：
10.1080/716099491
被引量：
年份：
2002
Taylor & Francis
IEEEXplore
(全网免费下载)
IEEEXplore
Semantic Scholar
(全网免费下载)
dx.doi.org
查看更多
BioOne
Oxford Univ Press
ACM
IEEE Computer Society
IEEE Computer Society
AACR
ResearchGate
ResearchGate
(全网免费下载)
Citeseer
Citeseer
(全网免费下载)
EBSCO
softcomp.ee.ntou.edu.tw
(全网免费下载)
people.sabanciuniv.edu
(全网免费下载)
ceng509.cankaya.edu.tr
(全网免费下载)
onairweb.com
(全网免费下载)
ai.rug.nl
(全网免费下载)
homes.cs.bilkent.edu.tr
(全网免费下载)
mendeley.com
tsam-fich.wdfiles.com
(全网免费下载)
ece.uprm.edu
(全网免费下载)
web.cse.msu.edu
(全网免费下载)
cs.bilkent.edu.tr
(全网免费下载)
cs.pomona.edu
(全网免费下载)
cse.msu.edu
(全网免费下载)
cs.indiana.edu
(全网免费下载)
pubsonline.informs.org
di.univr.it
(全网免费下载)
tnw.tudelft.nl
(全网免费下载)
springerprofessional.de
ece.uprm.edu
(全网免费下载)
scienceopen.com
vis.uky.edu
(全网免费下载)
informatics.indiana.edu
(全网免费下载)
inf.ufpr.br
(全网免费下载)
ivizlab.sfu.ca
(全网免费下载)
ce.sharif.edu
(全网免费下载)
yadda.icm.edu.pl
SAGE
cse.msu.edu
(全网免费下载)
cs.colorado.edu
(全网免费下载)
citeseer.ist.psu.edu
(全网免费下载)
aem.asm.org
140.98.202.196
machinelearning101.pbworks.com
(全网免费下载)
libvolume8.xyz
(全网免费下载)
cse.msu.edu
aimm02.cse.ttu.edu.tw
(全网免费下载)
onlinecjc.ca
j-biomed-inform.com
ieeeexplore.info
jacionline.org
handwritten.net
(全网免费下载)
ajnr.org
citeseer.uark.edu:8080
umiacs.umd.edu
(全网免费下载)
ams.jhu.edu
(全网免费下载)
cs.colorado.edu
(全网免费下载)
biometrics.cse.msu.edu
(全网免费下载)
informatics.indiana.edu
(全网免费下载)
celab1.ee.ntou.edu.tw
(全网免费下载)
machinelearning102.pbworks.com
(全网免费下载)
zentralblatt-math.org
cipcv.ir
(全网免费下载)
ce.sharif.ir
(全网免费下载)
cghjournal.org
genome.cshlp.org
homepage.tudelft.nl
(全网免费下载)
core.ac.uk
IEEEXplore
(全网免费下载)
Semantic Scholar
(全网免费下载)
ResearchGate
(全网免费下载)
Citeseer
(全网免费下载)
cs.pomona.edu
(全网免费下载)
di.univr.it
(全网免费下载)
informatics.indiana.edu
(全网免费下载)
machinelearning102.pbworks.com
(全网免费下载)
vis.uky.edu
(全网免费下载)
homes.cs.bilkent.edu.tr
(全网免费下载)
web.cse.msu.edu
(全网免费下载)
tsam-fich.wdfiles.com
(全网免费下载)
tnw.tudelft.nl
(全网免费下载)
cs.colorado.edu
(全网免费下载)
ams.jhu.edu
(全网免费下载)
celab1.ee.ntou.edu.tw
(全网免费下载)
ce.sharif.edu
(全网免费下载)
informatics.indiana.edu
(全网免费下载)
cipcv.ir
(全网免费下载)
ece.uprm.edu
(全网免费下载)
inf.ufpr.br
(全网免费下载)
people.sabanciuniv.edu
(全网免费下载)
softcomp.ee.ntou.edu.tw
(全网免费下载)
cs.colorado.edu
(全网免费下载)
biometrics.cse.msu.edu
(全网免费下载)
ai.rug.nl
(全网免费下载)
ceng509.cankaya.edu.tr
(全网免费下载)
machinelearning101.pbworks.com
(全网免费下载)
ce.sharif.ir
(全网免费下载)
handwritten.net
(全网免费下载)
citeseer.ist.psu.edu
(全网免费下载)
cse.msu.edu
(全网免费下载)
aimm02.cse.ttu.edu.tw
(全网免费下载)
ece.uprm.edu
(全网免费下载)
homepage.tudelft.nl
(全网免费下载)
cse.msu.edu
(全网免费下载)
cs.indiana.edu
(全网免费下载)
onairweb.com
(全网免费下载)
cs.bilkent.edu.tr
(全网免费下载)
ivizlab.sfu.ca
(全网免费下载)
libvolume8.xyz
(全网免费下载)
umiacs.umd.edu
(全网免费下载)
通过文献互助平台发起求助，成功后即可免费获取论文全文。
相似文献
参考文献
引证文献
来源期刊
引用走势
站内活动
辅助模式
引用
文献可以批量引用啦~
欢迎点我试用！
