Disguised face detection and recognition under the complex background

  • Jing Li
  • , Bin Li
  • , Yong Xu
  • , Kaixuan Lu
  • , Ke Yan
  • , Lunke Fei

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

In this paper, we propose an effective method for disguised face detection and recognition under the complex background. This method consists of two stages. The first stage determines whether the object is a person. In this stage, we propose the first-dynamic-then-static foreground object detection strategy. This strategy exploits the updated learning-based codebook model for moving object detection and uses the Local Binary Patterns (LBP) + Histogram of Oriented Gradients (HOG) feature-based head-shoulder detection for static target detection. The second stage determines whether the face is disguised and the classes of disguises. Experiments show that our method can detect disguised faces in real time under the complex background and achieve acceptable disguised face recognition rate.

Original languageEnglish
Title of host publicationIEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIBIM 2014
Subtitle of host publication2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, Proceedings
PublisherIEEE Computer Society
Pages87-93
Number of pages7
EditionJanuary
ISBN (Electronic)9781479945344
DOIs
Publication statusPublished - 19 Jan 2015
Externally publishedYes
Event2014 IEEE Symposium Series on Computational Intelligence, IEEE SSCI 2014 - 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2014 - Orlando, United States
Duration: 9 Dec 201412 Dec 2014

Publication series

NameIEEE Workshop on Computational Intelligence in Biometrics and Identity Management, CIBIM
NumberJanuary
Volume2015-January
ISSN (Print)2325-4300
ISSN (Electronic)2325-4319

Conference

Conference2014 IEEE Symposium Series on Computational Intelligence, IEEE SSCI 2014 - 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2014
Country/TerritoryUnited States
CityOrlando
Period9/12/1412/12/14

Keywords

  • complex background
  • disguised face detection
  • disguised face recognition

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