Upravlenie Bol'shimi Sistemami
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Impact factor

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



UBS:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Upravlenie Bol'shimi Sistemami, 2012, Issue 38, Pages 65–77 (Mi ubs607)  

Information Technology Applications in Control

Statistical recognition of faces based on feature points geometry for transport security systems

A. N. Karkishchenko, I. Grechuhin

JSC Research and Design Institute for Information Technology, Signalling and Telecommunications on Railway Transport
References:
Abstract: We consider a formal statement of the face feature points construction problem in terms of statistical identification. The process of feature points construction based on the training set is described. The formal definition of statistical classes is given. We suggest a method for face identification using statistical classes and feature points. In conclusion the results of experiments and comparison with the known methods are given.
Keywords: biometric identification, principal component analysis, Mahalanobis distance, active shape model, statistical class, measure of inclusion.
Document Type: Article
UDC: 004.93'1
BBC: 05.13
Language: Russian
Citation: A. N. Karkishchenko, I. Grechuhin, “Statistical recognition of faces based on feature points geometry for transport security systems”, UBS, 38 (2012), 65–77
Citation in format AMSBIB
\Bibitem{KarGre12}
\by A.~N.~Karkishchenko, I.~Grechuhin
\paper Statistical recognition of faces based on feature points geometry for transport security systems
\jour UBS
\yr 2012
\vol 38
\pages 65--77
\mathnet{http://mi.mathnet.ru/ubs607}
Linking options:
  • https://www.mathnet.ru/eng/ubs607
  • https://www.mathnet.ru/eng/ubs/v38/p65
  • Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Upravlenie Bol'shimi Sistemami
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024