TY - GEN
T1 - Face recognition with local gradient derivative patterns
AU - Zheng, Xianchun
AU - Kamata, Sei Ichiro
AU - Yu, Liang
PY - 2010/12/1
Y1 - 2010/12/1
N2 - In this work, we present a novel local pattern descriptor, Local Gradient Derivative Pattern (LGDP) to face recognition which considers more detailed information than the Local Binary Pattern (LBP). The face image is first divided into several small regions from which Local Gradient Derivative Pattern (LGDP) histograms are extracted and concatenated into a single, spatially enhanced feature vector to be used as a face descriptor. Three well-known and challenge-ORL, Yale and FERET face databases are used in the performances to evaluate the method. The experiments result clearly show that the proposed method give us a better performance than some other methods.
AB - In this work, we present a novel local pattern descriptor, Local Gradient Derivative Pattern (LGDP) to face recognition which considers more detailed information than the Local Binary Pattern (LBP). The face image is first divided into several small regions from which Local Gradient Derivative Pattern (LGDP) histograms are extracted and concatenated into a single, spatially enhanced feature vector to be used as a face descriptor. Three well-known and challenge-ORL, Yale and FERET face databases are used in the performances to evaluate the method. The experiments result clearly show that the proposed method give us a better performance than some other methods.
KW - Face recognition
KW - Histogram
KW - Local Gradient Derivative Patterns (LGDP)
UR - http://www.scopus.com/inward/record.url?scp=79951650797&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79951650797&partnerID=8YFLogxK
U2 - 10.1109/TENCON.2010.5686637
DO - 10.1109/TENCON.2010.5686637
M3 - Conference contribution
AN - SCOPUS:79951650797
SN - 9781424468904
T3 - IEEE Region 10 Annual International Conference, Proceedings/TENCON
SP - 667
EP - 670
BT - TENCON 2010 - 2010 IEEE Region 10 Conference
T2 - 2010 IEEE Region 10 Conference, TENCON 2010
Y2 - 21 November 2010 through 24 November 2010
ER -