A robust algorithm for 3D head pose estimation

被引：0
|
作者：
Chen, Q [1 ]
Wu, HY [1 ]
Shioyama, S [1 ]
Shimada, T [1 ]
Chihara, K [1 ]
机构：
[1] Wakayama Univ, Fac Syst Engn, Wakayama 6408510, Japan
来源：
FOURTEENTH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1 AND 2 | 1998年
关键词：
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：
This paper presents a new method to estimate the 3D pose of human head in art image. To increase the stableness of the pose estimation, we use continuous representations instead of binary images to describe the skin/hair regions in an image. And we use them to calculate the geometrical properties such as area, center and the axis of least inertia of this skin, the hair and the head regions. Then we use them to estimate the 3D pose of the head.
引用
收藏
页码：1356 / 1359
页数：4
相关论文
共 50 条
  • [1] Robust Head Pose Estimation Using a 3D Morphable Model
    Cai, Ying
    Yang, Menglong
    Li, Ziqiang
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [2] Robust Model-based 3D Head Pose Estimation
    Meyer, Gregory P.
    Gupta, Shalini
    Frosio, Iuri
    Reddy, Dikpal
    Kautz, Jan
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2015, : 3649 - 3657
  • [3] A Fast and Robust 3D Head Pose and Gaze Estimation System
    Kinoshita, Koichi
    Lao, Shihong
    [J]. 2008 8TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2008), VOLS 1 AND 2, 2008, : 936 - 937
  • [4] Robust 3D head mracking using camera pose estimation
    Ohayon, Shay
    Rivlin, Ehud
    [J]. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2006, : 1063 - +
  • [5] Robust pose estimation with 3D textured models
    Gall, Juergen
    Rosenhahn, Bodo
    Seidel, Hans-Peter
    [J]. ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS, 2006, 4319 : 84 - +
  • [6] 3D Head Pose Estimation for TV Setups
    Leroy, Julien
    Rocca, Francois
    Mancas, Matei
    Gosselin, Bernard
    [J]. INTELLIGENT TECHNOLOGIES FOR INTERACTIVE ENTERTAINMENT, 2013, 124 : 55 - 64
  • [7] 3D Head Pose Estimation and Tracking Using Particle Filtering and ICP Algorithm
    Ben Ghorbel, Mandi
    Baklouti, Malek
    Couvet, Serge
    [J]. ARTICULATED MOTION AND DEFORMABLE OBJECTS, PROCEEDINGS, 2010, 6169 : 224 - +
  • [8] Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction
    Yu, Yu
    Mora, Kenneth Alberto Funes
    Odobez, Jean-Marc
    [J]. 2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 2017, : 711 - 718
  • [9] Robust real-time 3D head pose estimation from range data
    Malassiotis, S
    Strintzis, MG
    [J]. PATTERN RECOGNITION, 2005, 38 (08) : 1153 - 1165
  • [10] Anipose: A toolkit for robust markerless 3D pose estimation
    Karashchuk, Pierre
    Rupp, Katie L.
    Dickinson, Evyn S.
    Walling-Bell, Sarah
    Sanders, Elischa
    Azim, Eiman
    Brunton, Bingni W.
    Tuthill, John C.
    [J]. CELL REPORTS, 2021, 36 (13):
12345