A pose robust multi-view face recognition system using plane of pose tolerance

Bongjoe Kim, Hyoungchul Shin, Kwanghoon Sohn

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we propose a pose robust multi-view face recognition system using Plane of Pose Tolerance (PPT). The proposed system defines the PPT which represents the tendency of pose variation well presented in multiple images. Compared with the traditional multi-view face recognition system, the proposed system is more robust and accurate especially to tie error caused by pose estimation since it uses the property of multiple images, We obtain 91% face recognition rate for the proposed system and accomplished 15% improvement when compared with the traditional one.

Original languageEnglish
Title of host publication2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07
DOIs
Publication statusPublished - 2007 Aug 6
Event2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07 - Honolulu, HI, United States
Duration: 2007 Apr 152007 Apr 20

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume1
ISSN (Print)1520-6149

Other

Other2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07
CountryUnited States
CityHonolulu, HI
Period07/4/1507/4/20

Fingerprint

Face recognition

All Science Journal Classification (ASJC) codes

  • Software
  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Kim, B., Shin, H., & Sohn, K. (2007). A pose robust multi-view face recognition system using plane of pose tolerance. In 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07 [4217123] (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 1). https://doi.org/10.1109/ICASSP.2007.366723
Kim, Bongjoe ; Shin, Hyoungchul ; Sohn, Kwanghoon. / A pose robust multi-view face recognition system using plane of pose tolerance. 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. 2007. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).
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Kim, B, Shin, H & Sohn, K 2007, A pose robust multi-view face recognition system using plane of pose tolerance. in 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07., 4217123, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. 1, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07, Honolulu, HI, United States, 07/4/15. https://doi.org/10.1109/ICASSP.2007.366723

A pose robust multi-view face recognition system using plane of pose tolerance. / Kim, Bongjoe; Shin, Hyoungchul; Sohn, Kwanghoon.

2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. 2007. 4217123 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Kim B, Shin H, Sohn K. A pose robust multi-view face recognition system using plane of pose tolerance. In 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. 2007. 4217123. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2007.366723