HUMAN FACIAL FEATURE-EXTRACTION FOR FACE INTERPRETATION AND RECOGNITION

被引:81
作者
HUANG, CL
CHEN, CW
机构
[1] Institute of Electrical Engineering, National Tsing Hua University, Hsin Chu
关键词
FEATURE EXTRACTION; DEFORMABLE CONTOUR; ACTIVE CONTOUR; GREEDY ALGORITHM;
D O I
10.1016/0031-3203(92)90118-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Facial features extraction algorithms which can be used for automated visual interpretation and recognition of human faces are presented. Here, we can capture the contours of the eye and mouth by a deformable template model because of their analytically describable shapes. However, the shapes of the eyebrow, nostril and face are difficult to model using a deformable template. We extract them by using an active contour model (snake). In the experiments, 12 models are photographed, and the feature contours are extracted for each portrait.
引用
收藏
页码:1435 / 1444
页数:10
相关论文
共 11 条
  • [1] USING DYNAMIC-PROGRAMMING FOR SOLVING VARIATIONAL-PROBLEMS IN VISION
    AMINI, AA
    WEYMOUTH, TE
    JAIN, RC
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (09) : 855 - 867
  • [2] BERGER MO, 1990, 10 INT C PATT REC AT, P847
  • [3] CHENG TY, 1991, THESIS NATIONAL TSIN, V1607, P11
  • [4] GOVINDARAJU V, 1990, THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION, P718
  • [5] MACHINE IDENTIFICATION OF HUMAN FACES
    HARMON, LD
    KHAN, MK
    LASCH, R
    RAMIG, PF
    [J]. PATTERN RECOGNITION, 1981, 13 (02) : 97 - 110
  • [6] KASS M, 1988, INT J COMPUT VISION, P321, DOI DOI 10.1007/BF00133570
  • [7] AUTOMATIC RECOGNITION OF HUMAN FACES FROM PROFILE SILHOUETTES
    KAUFMAN, GJ
    BREEDING, KJ
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1976, 6 (02): : 113 - 121
  • [8] IDENTIFICATION OF HUMAN FACES BASED ON ISODENSITY MAPS
    NAKAMURA, O
    MATHUR, S
    MINAMI, T
    [J]. PATTERN RECOGNITION, 1991, 24 (03) : 263 - 272
  • [9] TEZOPOULOS D, 1990, 3RD P ICCV, P727
  • [10] WILLIAMS DJ, 1990, THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION, P592