Assessment of human head pose in human-computer interaction

被引:1
|
作者
Anishchenko S.I. [1 ]
Osinov V.A. [1 ]
Shaposhnikov D.G. [1 ]
机构
[1] A. B. Kogan Research Institute of Neurocybernetics, Southern Federal University, ave. Stachki, 194/1
来源
Anishchenko, S. I. (sergey.anishenko@gmail.com) | 1600年 / Izdatel'stvo Nauka卷 / 22期
基金
俄罗斯基础研究基金会;
关键词
interface; video image; video snapshots;
D O I
10.1134/S1054661812040025
中图分类号
学科分类号
摘要
A system is described that estimates a user's head position from a video image of it. The system includes three base algorithms: segmentation, detection of markers, and assessment of motion direction. The direction of head motion is determined by the dynamics of changing geometrical correlations between facial markers in the picture sequence. It is shown that the change in the angle formed by straight lines connecting the corners of the eyes and the tip of the nose have change dynamics similar to that of "yawing." This system operates in real time (7 fps) and ensures high precision in assessing the direction of motions (p = 0. 95). © 2012 Pleiades Publishing, Ltd.
引用
收藏
页码:541 / 545
页数:4
相关论文
共 50 条
  • [1] Fast Head Pose Estimation for Human-Computer Interaction
    Garcia-Montero, Mario
    Redondo-Cabrera, Carolina
    Lopez-Sastre, Roberto
    Tuytelaars, Tinne
    [J]. PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2015), 2015, 9117 : 101 - 110
  • [2] Detection of head pose and gaze direction for human-computer interaction
    Weidenbacher, Ulrich
    Layher, Georg
    Bayerl, Pierre
    Neumann, Heiko
    [J]. PERCEPTION AND INTERACTIVE TECHNOLOGIES, PROCEEDINGS, 2006, 4021 : 9 - 19
  • [3] Head pose estimation in solving human-computer interaction problems
    Anishchenko S.I.
    Osinov B.A.
    Shaposhnikov D.G.
    [J]. Pattern Recognition and Image Analysis, 2011, 21 (3) : 446 - 449
  • [4] . Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework
    Layher, Georg
    Liebau, Hendrik
    Niese, Robert
    Al-Hamadi, Ayoub
    Michaelis, Bernd
    Neumann, Heiko
    [J]. IMAGE ANALYSIS AND PROCESSING - ICIAP 2011, PT I, 2011, 6978 : 227 - 236
  • [5] Complexity assessment of human-computer interaction
    Schlick, Christopher M.
    Winkelholz, C.
    Motz, F.
    Duckwitz, S.
    Grandt, M.
    [J]. THEORETICAL ISSUES IN ERGONOMICS SCIENCE, 2010, 11 (03) : 151 - 173
  • [6] CASIMIRO:: A robot head for Human-Computer Interaction
    Déniz, O
    Castrillón, M
    Lorenzo, J
    Guerra, C
    Hernández, D
    Hernández, M
    [J]. IEEE ROMAN 2002, PROCEEDINGS, 2002, : 319 - 324
  • [7] A realistic, virtual head for human-computer interaction
    Marcos, Samuel
    Gomez-Garcia-Bermejo, Jaime
    Zalama, Eduardo
    [J]. INTERACTING WITH COMPUTERS, 2010, 22 (03) : 176 - 192
  • [8] Anisotropic angle distribution learning for head pose estimation and attention understanding in human-computer interaction
    Liu, Hai
    Nie, Hanwen
    Zhang, Zhaoli
    Li, You-Fu
    [J]. NEUROCOMPUTING, 2021, 433 : 310 - 322
  • [9] A Design of Human-Computer Interaction Based on Head Tracker
    Qiao, Yongjun
    Xie, Xiaofang
    Sun, Tao
    Li, Yongsheng
    [J]. PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 1677 - +
  • [10] Fast head tilt detection for human-computer interaction
    Waber, BN
    Magee, JJ
    Betke, M
    [J]. COMPUTER VISION IN HUMAN-COMPUTER INTERACTION, PROCEEDINGS, 2005, 3766 : 90 - 99