Automatic construction of active appearance models as an image coding problem

被引：64
|
作者：
Baker, S [1 ]
Matthews, I [1 ]
Schneider, J [1 ]
机构：
[1] Carnegie Mellon Univ, Inst Robot, Pittsburgh, PA 15213 USA
来源：
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 2004年 / 26卷 / 10期
关键词：
Active Appearance Models; automatic construction; unsupervised learning; image coding; inverse compositional image alignment; quadratic smoothness priors;
D O I：
10.1109/TPAMI.2004.77
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The automatic construction of Active Appearance Models (AAMs) is usually posed as finding the location of the base mesh vertices in the input training images. In this paper, we repose the problem as an energy-minimizing image coding problem and propose an efficient gradient-descent algorithm to solve it.
引用
收藏
页码：1380 / 1384
页数：5
相关论文
共 50 条
  • [21] AUTOMATIC ACTIVE APPEARANCE MODEL SEGMENTATION OF 3D ECHOCARDIOGRAMS
    Leung, K. Y. Esther
    van Stralen, Marijn
    van Burken, Gerard
    de Jong, Nico
    Bosch, Johan G.
    2010 7TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, 2010, : 320 - 323
  • [22] Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images
    Georgios Tzimiropoulos
    Maja Pantic
    International Journal of Computer Vision, 2017, 122 : 17 - 33
  • [23] Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images
    Tzimiropoulos, Georgios
    Pantic, Maja
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2017, 122 (01) : 17 - 33
  • [24] Generic vs. person specific active appearance models
    Gross, R
    Matthews, I
    Baker, S
    IMAGE AND VISION COMPUTING, 2005, 23 (12) : 1080 - 1093
  • [25] Fast and Exact Newton and Bidirectional Fitting of Active Appearance Models
    Kossaifi, Jean
    Tzimiropoulos, Georgios
    Pantic, Maja
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 26 (02) : 1040 - 1053
  • [26] Probability models for highly parallel image coding architecture
    Auli-Llinas, Francesc
    Bartrina-Rapesta, Joan
    Hernandez-Cabronero, Miguel
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2023, 112
  • [27] Pose robust face tracking by combining active appearance models and cylinder head models
    Sung, Jaewon
    Kanade, Takeo
    Kim, Daijin
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2008, 80 (02) : 260 - 274
  • [28] Pose Robust Face Tracking by Combining Active Appearance Models and Cylinder Head Models
    Jaewon Sung
    Takeo Kanade
    Daijin Kim
    International Journal of Computer Vision, 2008, 80 : 260 - 274
  • [29] Visual detection of knives in security applications using Active Appearance Models
    Glowacz, Andrzej
    Kmiec, Marcin
    Dziech, Andrzej
    MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 74 (12) : 4253 - 4267
  • [30] ESTIMATION OF EYE GAZE DIRECTION ANGLES BASED ON ACTIVE APPEARANCE MODELS
    Koutras, Petros
    Maragos, Petros
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 2424 - 2428
12345