LIAO Haibin, CHEN Qinghu, WANG Hongyong. Robust Face Recognition by Fusion Local Deformable Model[J]. Geomatics and Information Science of Wuhan University, 2011, 36(7): 877-881.
Citation: LIAO Haibin, CHEN Qinghu, WANG Hongyong. Robust Face Recognition by Fusion Local Deformable Model[J]. Geomatics and Information Science of Wuhan University, 2011, 36(7): 877-881.

Robust Face Recognition by Fusion Local Deformable Model

Funds: 中央高校基本科研业务费专项基金资助项目(20102120103000004);河南省科技攻关计划资助项目(092102210398);郑州市重大科技攻关计划资助项目(072SGZS38042)
More Information
  • Received Date: April 29, 2011
  • Published Date: July 04, 2011
  • At present,practical face recognition faces the problem of the variation of illumination,expression,pose and the occlusion,disguise.The problem of robust recognizing human faces with varying expression and illumination,as well as occlusion and disguise will be researched in this paper.We cast the test face image as a linear combination of face database and used deformable model representation,Match optimization deformable model for solving combinatorial coefficient,according to the sparse nature of coefficients for classification.Conducting extensive experiments on publicly available databases show that: the average recognition rate is higher than 97%,and the recognition rate is still more than 95% with test image of block 30%.This method is very effective for face recognition and can significantly improve the robustness and stability of disguise or occlusion.
  • Related Articles

    [1]HE Yuefan, NIE Guigen, WU Shuguang, LI Haiyang, LIAO Mi, GUO Yu. Analysis of Relationship Between CMONOC Coordinate Time Series Considering Rainfall and Hydrological Loading Under ITRF2014 Framework[J]. Geomatics and Information Science of Wuhan University, 2024, 49(6): 960-969. DOI: 10.13203/j.whugis20220042
    [2]WANG Yong, LIU Xiao, LIU Yanping, ZHAN Wei. MODIS PWV Correction Based on CMONOC and Regional Function Model[J]. Geomatics and Information Science of Wuhan University, 2023, 48(2): 224-231. DOI: 10.13203/j.whugis20200183
    [3]CHEN Junping, WANG Jungang, WANG Jiexian, TAN Weijie. SHAtrop: Empirical ZTD Model Based on CMONOC GNSS Network[J]. Geomatics and Information Science of Wuhan University, 2019, 44(11): 1588-1595. DOI: 10.13203/j.whugis20170384
    [4]GU Guohua, WANG Wuxing. Crustal Motions Observed from GPS Observations for the M6.9 Earthquake in Hawaii and the Eruption of the Kilauea Volcano in 2018[J]. Geomatics and Information Science of Wuhan University, 2019, 44(8): 1191-1197, 1204. DOI: 10.13203/j.whugis20180463
    [5]GU Guohua, WANG Wuxing. Results of GPS Observations for M7.8 Earthquake in 2016 in New Zealand and Discussion on Elastic Rebound Model[J]. Geomatics and Information Science of Wuhan University, 2017, 42(11): 1673-1680. DOI: 10.13203/j.whugis20170286
    [6]GU Guohua, WANG Wuxing, ZHAN Wei, LIANG Hongbao, ZHU Shuang. Preseismic, Coseismic and Postseismic Horizontal Crustal Movements of the Mw9.0 Tohoku Earthquake in Japan, 2011[J]. Geomatics and Information Science of Wuhan University, 2015, 40(12): 1669-1676. DOI: 10.13203/j.whugis20130744
    [7]LOU Junping, CHEN Kejie, LI Min, LI Wenwen. CMONOC Fiducial Station Deformation Before and Afterthe Tohoku-Oki Earthquake[J]. Geomatics and Information Science of Wuhan University, 2014, 39(1): 56-59.
    [8]XU Caijun, HE Ping, WEN Yangmao, ZHANG Lei. Coseismic Deformation and Slip Distribution for 2011 Tohoku-Oki Mw 9.0 Earthquake:Constrained by GPS and InSAR[J]. Geomatics and Information Science of Wuhan University, 2012, 37(12): 1387-1391.
    [9]SHEN Fei, LI Jiancheng, GUO Fei. Analysis of the Coseismic Displacements Along Eastern Coast of China Caused by the 2011 Tohoku-Oki Earthquake Using Epoch-by-Epoch PPP[J]. Geomatics and Information Science of Wuhan University, 2012, 37(11): 1345-1347.
    [10]YANG Shaomin, NIE Zhaosheng, JIA Zhige, PENG Maolei. Far-field Coseismic Surface Displacement Caused by the Mw9.0 Tohoku Earthquake[J]. Geomatics and Information Science of Wuhan University, 2011, 36(11): 1336-1339.

Catalog

    Article views (978) PDF downloads (532) Cited by()
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return