Face verification using modified matched spatial filter

Martin Leonard Tangel, Muhammad Rahmat Widyanto

Research output: Contribution to conferencePaperpeer-review

Abstract

To improve recognition capability of face verification system, Modified Matched Spatial (MMS) Filter method is proposed in this research. MMS Filter can cope with facial expression problem due to its capability to construct sharp peak value of correlation output. The peak value itself is obtained from power spectrum that represents particular frequency. In experiment using facial expression database from Advanced Multimedia Processing Laboratory Carnegie Mellon University, MMS Filter has outperformed Matched Spatial Filter by obtaining 100% for its accuracy under ideal condition. The development of face verification system using MMS filter will produce a robust face verification system from various facial expression.

Original languageEnglish
Publication statusPublished - 1 Dec 2009
EventInternational Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009 - Tokyo, Japan
Duration: 7 Nov 20097 Nov 2009

Conference

ConferenceInternational Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009
CountryJapan
CityTokyo
Period7/11/097/11/09

Keywords

  • Correlation filter
  • Face verification
  • Matched spatial filter

Fingerprint Dive into the research topics of 'Face verification using modified matched spatial filter'. Together they form a unique fingerprint.

Cite this