eprintid: 1427719
rev_number: 47
eprint_status: archive
userid: 608
dir: disk0/01/42/77/19
datestamp: 2014-04-25 18:43:16
lastmod: 2021-12-20 23:30:17
status_changed: 2017-10-26 15:56:28
type: proceedings_section
metadata_visibility: show
item_issues_count: 0
creators_name: Stentiford, F
title: Face Recognition by Detection of Matching Cliques of Points
ispublished: pub
divisions: UCL
divisions: B04
divisions: C05
keywords: Science & Technology, Technology, Physical Sciences, Engineering, Electrical & Electronic, Optics, Imaging Science & Photographic Technology, Engineering, Face recognition, pattern recognition, similarity, human vision, graph matching, Active Appearance Models
note: © (2014) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only. This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
abstract: This paper addresses the problem of face recognition using a graphical representation to identify structure that is common to pairs of images. Matching graphs are constructed where nodes correspond to image locations and edges are dependent on the relative orientation of the nodes. Similarity is determined from the size of maximal matching cliques in pattern pairs. The method uses a single reference face image to obtain recognition without a training stage. The Yale Face Database A is used to compare performance with earlier work on faces containing variations in expression, illumination, occlusion and pose and for the first time obtains a 100% correct recognition result.
date: 2014-03-07
publisher: SPIE
official_url: http://dx.doi.org/10.1117/12.2036422
vfaculties: VENG
oa_status: green
full_text_type: pub
language: eng
primo: open
primo_central: open_green
article_type_text: Proceedings Paper
verified: verified_manual
elements_source: WoS-Lite
elements_id: 942379
doi: 10.1117/12.2036422
lyricists_name: Stentiford, Fred
lyricists_id: FSTEN26
full_text_status: public
series: Proc. SPIE
publication: IMAGE PROCESSING: MACHINE VISION APPLICATIONS VII
volume: 9024
number: ARTN 902
place_of_pub: San Francisco, California, U.S.
pagerange: 90240K
pages: 11
event_title: IS&T/SPIE Electronic Imaging 2014
event_location: San Francisco, CA
issn: 0277-786X
book_title: Image Processing: Machine Vision Applications VII
editors_name: Niel, KS
editors_name: Bingham, PR
citation:        Stentiford, F;      (2014)    Face Recognition by Detection of Matching Cliques of Points.                     In: Niel, KS and Bingham, PR, (eds.) Image Processing: Machine Vision Applications VII.  (pp. 90240K).  SPIE: San Francisco, California, U.S..       Green open access   
 
document_url: https://discovery.ucl.ac.uk/id/eprint/1427719/2/Stentiford_90240K.pdf