TY - GEN
T1 - Face recognition based on binary images for link selection
AU - Lee, Sanghun
AU - Kim, Soochang
AU - Kim, Young Hoon
AU - Lee, Chulhee
PY - 2014
Y1 - 2014
N2 - A face recognition system which utilizes binary facial images and a bitwise similarity calculation method is proposed for link selection between mobile devices. As a pre-processing step, normalized differences of Gaussian and facial region estimation were used to handle illumination conditions. Binary images were used to extract facial feature sets that did not exceed 700 bytes. Scale pyramids and XNOR+AND similarity scores were used for fast feature matching between reference data sets and pre-processed test data. The proposed method achieved about an 85.9% recognition rate with a database that consisted of 135 facial images with various head poses, obtained by enrolling one reference data set per subject.
AB - A face recognition system which utilizes binary facial images and a bitwise similarity calculation method is proposed for link selection between mobile devices. As a pre-processing step, normalized differences of Gaussian and facial region estimation were used to handle illumination conditions. Binary images were used to extract facial feature sets that did not exceed 700 bytes. Scale pyramids and XNOR+AND similarity scores were used for fast feature matching between reference data sets and pre-processed test data. The proposed method achieved about an 85.9% recognition rate with a database that consisted of 135 facial images with various head poses, obtained by enrolling one reference data set per subject.
UR - http://www.scopus.com/inward/record.url?scp=84906912654&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84906912654&partnerID=8YFLogxK
U2 - 10.5220/0004738605890593
DO - 10.5220/0004738605890593
M3 - Conference contribution
AN - SCOPUS:84906912654
SN - 9789897580048
T3 - VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications
SP - 589
EP - 593
BT - VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications
PB - SciTePress
T2 - 9th International Conference on Computer Vision Theory and Applications, VISAPP 2014
Y2 - 5 January 2014 through 8 January 2014
ER -