Contour extraction of facial feature components using template based snake algorithm

被引:0
|
作者
Weon, Sunhee [1 ]
Lee, KeunSoo [2 ]
Kim, Gyeyoung [1 ]
机构
[1] Soongsil Univ, Dept Comp, Grad Sch, Seoul, South Korea
[2] HanKyong Natl Univ, Dept Comp Engn, Gyeonggi Do, South Korea
关键词
template ACM; skin color filtering;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a face and completely facial feature extraction model for facial expression applications. This model applies to both face contour detection and face region detection. First, we introduce skin-color filtering using YCbCr color space to extract the skin-color of face the region. Second, the template ACM is modeled by the active contour model. This model is more active than ASM (Active Shape Model). Our algorithm has been tested in experiments with various subjects, producing a good extraction results.
引用
收藏
页码:1034 / +
页数:3
相关论文
共 50 条
  • [1] Facial feature extraction using Adaptive Hough Transform, template matching and active contour models
    Nikolaidis, A
    Kotropoulos, C
    Pitas, I
    [J]. DSP 97: 1997 13TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2: SPECIAL SESSIONS, 1997, : 865 - 868
  • [2] A Contour-Based Feature Extraction Algorithm
    Liua, Wenjiao
    Ralescu, Anca
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, 2024, 4 (01): : 2113 - 2127
  • [3] Face detection and facial feature extraction using color snake
    Seo, KH
    Kim, W
    Oh, C
    Lee, JJ
    [J]. ISIE 2002: PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-4, 2002, : 457 - 462
  • [4] An Improved Algorithm for Active Contour Extraction Based on Greedy Snake
    Ren, Hui
    Su, Zhibin
    Lv, Chaohui
    Zou, Fangjv
    [J]. 2015 IEEE/ACIS 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2015, : 589 - 592
  • [5] Facial feature extraction using genetic algorithm
    Yen, GG
    Nithianandan, N
    [J]. CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2002, : 1895 - 1900
  • [6] Automatic feature extraction of facial organs and contour
    Hara, F
    Tanaka, K
    Kobayashi, H
    Tange, A
    [J]. RO-MAN '97 SENDAI: 6TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN COMMUNICATION, PROCEEDINGS, 1997, : 386 - 391
  • [7] Implementation of a labeling algorithm based on contour tracing with feature extraction
    Hedberg, Hugo
    Kristensen, Fredrik
    Owall, Viktor
    [J]. 2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 1101 - 1104
  • [8] Facial Feature Detection and Extraction using Symmetry and Region-based Deformable Template Matching
    Bahonar, Hoda
    Charkari, Nasrollah M.
    [J]. 2009 14TH INTERNATIONAL COMPUTER CONFERENCE, 2009, : 663 - 668
  • [9] Image Contour Extraction Based on Ant Colony Algorithm and B-snake
    Li, Jinjiang
    [J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, 2010, 6215 : 197 - 204
  • [10] A contour extraction algorithm for digital images based on water balloons snake model
    Luo, Xiao-Gang
    Huang, Qian
    Pen, Cheng-Lin
    Liu, Ting
    Yin, Peng
    Wen, Li
    Gao, Yun-Hua
    [J]. Chongqing Daxue Xuebao/Journal of Chongqing University, 2009, 32 (01): : 116 - 120