Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication

Face Description with Monogenic Ternary Pattern: Application to Face Recognition

Authors
He Yan, Pu Wang
Corresponding Author
He Yan
Available Online July 2015.
DOI
10.2991/csic-15.2015.37How to use a DOI?
Keywords
Face recognition, Monogenic signal analysis, Local ternary pattern
Abstract

This paper presents a new face description operator called monogenic ternary pattern (MTP) based on the theory of monogenic signal analysis and local ternary pattern ,then the histogram of MTP (HMTP) is subsequently and applied to the robust face recognition. HMTP consists of two parts:the first part is the monogenic magnitude encoded by local ternary pattern ,and the other is monogenic orientation encoded by quadrant-bit codes. The HMTP is established by concatenating the histograms of MTP of all sub-regions. Extensive experimental results on YALE and FERET face databases show that the proposed MTP algorithm performs much better than state-of-the-art local feature methods.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

Volume Title
Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication
Series
Advances in Computer Science Research
Publication Date
July 2015
ISBN
978-94-62520-84-4
ISSN
2352-538X
DOI
10.2991/csic-15.2015.37How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - He Yan
AU  - Pu Wang
PY  - 2015/07
DA  - 2015/07
TI  - Face Description with Monogenic Ternary Pattern: Application to Face Recognition
BT  - Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication
PB  - Atlantis Press
SP  - 156
EP  - 158
SN  - 2352-538X
UR  - https://doi.org/10.2991/csic-15.2015.37
DO  - 10.2991/csic-15.2015.37
ID  - Yan2015/07
ER  -