Face Recognition Using Constrained Active Appearance Model

被引：0
|
作者：
Yu Weiwei [1 ]
机构：
[1] Shanghai Maritime Univ, Coll Informat Engn, Shanghai, Peoples R China
来源：
IITAW: 2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATIONS WORKSHOPS | 2009年
关键词：
Active Appearance Model; face recognition; constrained initialization;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The Active Appearance Model (AAM) has been shown powerful for modeling images of deformable objects. AAM uses Principal Component Analysis (PCA) based linear subspaces to model the 2D shapes and textures of the images of a target object class. Such a representation allows AAM to represent a certain image very small number of parameters. A suitable constrained initialization is presented in matching process so as to make converge better and quicker. We demonstrate the application of the scheme to the task of face recognition and experimental results show it is effective.
引用
收藏
页码：348 / 351
页数：4
相关论文
共 50 条
  • [21] Efficient model building in active appearance model for rotated face
    Jaehyun So
    Sanghun Han
    Youngtak Kim
    Hwanik Chung
    Youngjoon Han
    JournalofMeasurementScienceandInstrumentation, 2013, 4 (04) : 346 - 348
  • [22] An active illumination and appearance (AIA) model for face alignment
    Kahraman, Fatih
    Gokmen, Muhittin
    Darkner, Sune
    Larsen, Rasmus
    2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8, 2007, : 3059 - +
  • [23] Realtime facial expression recognition using active appearance model and multilayer perceptron
    Choi, Hyun-Chul
    Oh, Se-Young
    2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 2985 - +
  • [24] Recognition of Human Facial Expression in a Video Image using the Active Appearance Model
    Jo, Gyeong-Sic
    Kim, Yong-Guk
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2010, 6 (02): : 261 - 268
  • [25] Constrained active appearance models
    Cootes, TF
    Taylor, CJ
    EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL I, PROCEEDINGS, 2001, : 748 - 754
  • [26] Interpreting face images using Active Appearance Models
    Edwards, GJ
    Taylor, CJ
    Cootes, TF
    AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, : 300 - 305
  • [27] Human face aging based on active appearance model using proper feature set
    Khajavi, Mahboubeh
    Ahmadyfard, Alireza
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (04) : 1465 - 1473
  • [28] Human face aging based on active appearance model using proper feature set
    Mahboubeh Khajavi
    Alireza ahmadyfard
    Signal, Image and Video Processing, 2023, 17 : 1465 - 1473
  • [29] Illumination invariant face alignment using multi-band active appearance model
    Kahraman, F
    Gökmen, M
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2005, 3776 : 118 - 127
  • [30] AUTOMATIC MODEL MATCHING USING PART BASED MODEL CONSTRAINED ACTIVE APPEARANCE MODELS FOR SKELETAL MATURITY
    Adeshina, Steve A.
    Cootes, Timothy F.
    2015 TWELVE INTERNATIONAL CONFERENCE ON ELECTRONICS COMPUTER AND COMPUTATION (ICECCO), 2015, : 135 - 139
12345