Face Recognition with Local Walsh-Hadamard Transform around Landmarks

被引：0
|
作者：
Uzun-Per, Meryem [1 ]
Gokmen, Muhittin [1 ]
机构：
[1] Istanbul Tech Univ, Bilgisayar Muhendisligi Bolumu, Istanbul, Turkey
来源：
2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2015年
关键词：
Face recognition; Walsh-Hadamard Transform; Local applications; REPRESENTATION; HISTOGRAM;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, a novel local image representation method based on Walsh-Hadamard Transform (WHT) called Local WHT (LWHT) is introduced. It is explained how to create complex images from outputs of LWHT which are real valued images. The proposed method is improved by application of YWHD method to landmarks and by cascaded YWHD method. Experiments on FERET dataset show that YWHD produce good results among other local image representation methods like LBP and LGBP and improve WHT based face recognition systems.
引用
收藏
页码：1342 / 1345
页数：4
相关论文
共 50 条
  • [1] FACE RECOGNITION WITH A NOVEL IMAGE REPRESENTATION: LOCAL WALSH-HADAMARD TRANSFORM
    Uzun-Per, Meryem
    Gokmen, Muhittin
    [J]. 2014 5TH EUROPEAN WORKSHOP ON VISUAL INFORMATION PROCESSING (EUVIP 2014), 2014,
  • [2] Walsh-Hadamard Transform for Facial Feature Extraction in Face Recognition
    Hassan, M.
    Osman, I.
    Yahia, M.
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 23, 2007, 23 : 194 - +
  • [3] Face recognition algorithm on the basis of truncated Walsh-Hadamard transform and synthetic discriminant functions
    Sadykhov, RK
    Samokhval, VA
    Podenok, LP
    [J]. SIXTH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, PROCEEDINGS, 2004, : 219 - 222
  • [4] Blind recognition of convolutional coding based on walsh-hadamard transform
    Liu, Jian
    Wang, Xiao-Jun
    Zhou, Xi-Yuan
    [J]. Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2010, 32 (04): : 884 - 888
  • [5] Cache conscious Walsh-Hadamard Transform
    Park, N
    Prasanna, VK
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING, 2001, : 1205 - 1208
  • [6] COMPUTATIONAL STRUCTURE FOR THE WALSH-HADAMARD TRANSFORM
    CHAIKIN, GM
    [J]. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1982, 360 : 100 - 104
  • [7] Improvement and Application of Walsh-Hadamard Transform
    Wang, Sanfu
    Gao, Zhongshe
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL WORKSHOP ON MATRIX ANALYSIS AND APPLICATIONS, VOL 2, 2009, : 363 - 366
  • [8] In search of the optimal Walsh-Hadamard transform
    Johnson, J
    Püschel, M
    [J]. 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 3347 - 3350
  • [9] SPECTRAL MODES OF WALSH-HADAMARD TRANSFORM
    OHNSORG, FR
    [J]. IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, 1971, EM13 (03) : 55 - &
  • [10] CYCLIC AUTOCORRELATION AND WALSH-HADAMARD TRANSFORM
    AHMED, N
    RAO, KR
    ABDUSSATTAR, AL
    [J]. IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, 1973, EM15 (03) : 141 - 146
12345