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Robust human face tracking in eigenspace for perceptual human-robot interaction

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

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Robust human face tracking in eigenspace for perceptual human-robot interaction. / Jiang, Richard M.; Sadka, Abdul H.
Computer Vision for Multimedia Applications: Methods and Solutions. ed. / Jinjun Wang; Jian Cheng; SHuqiang Jian. IGI Global, 2010. p. 60-72.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Harvard

Jiang, RM & Sadka, AH 2010, Robust human face tracking in eigenspace for perceptual human-robot interaction. in J Wang, J Cheng & SH Jian (eds), Computer Vision for Multimedia Applications: Methods and Solutions. IGI Global, pp. 60-72. https://doi.org/10.4018/978-1-60960-024-2.ch004

APA

Jiang, R. M., & Sadka, A. H. (2010). Robust human face tracking in eigenspace for perceptual human-robot interaction. In J. Wang, J. Cheng, & SH. Jian (Eds.), Computer Vision for Multimedia Applications: Methods and Solutions (pp. 60-72). IGI Global. https://doi.org/10.4018/978-1-60960-024-2.ch004

Vancouver

Jiang RM, Sadka AH. Robust human face tracking in eigenspace for perceptual human-robot interaction. In Wang J, Cheng J, Jian SH, editors, Computer Vision for Multimedia Applications: Methods and Solutions. IGI Global. 2010. p. 60-72 doi: 10.4018/978-1-60960-024-2.ch004

Author

Jiang, Richard M. ; Sadka, Abdul H. / Robust human face tracking in eigenspace for perceptual human-robot interaction. Computer Vision for Multimedia Applications: Methods and Solutions. editor / Jinjun Wang ; Jian Cheng ; SHuqiang Jian. IGI Global, 2010. pp. 60-72

Bibtex

@inbook{e8280ef30f184a49be41122119881c53,
title = "Robust human face tracking in eigenspace for perceptual human-robot interaction",
abstract = "This chapter introduces a robust human face tracking scheme for vision-based human-robot interaction, where the detected face-like regions in the video sequence are tracked using unscented Kalman filter (UKF), and face occlusion are tackled by using an online appearance-based scheme using principle component analysis (PCA). The experiment is carried out with the standard test video, which validates that the proposed PCA-based face tracking can attain robust performance in tackling face occlusions.",
author = "Jiang, {Richard M.} and Sadka, {Abdul H.}",
year = "2010",
month = dec,
day = "1",
doi = "10.4018/978-1-60960-024-2.ch004",
language = "English",
isbn = "9781609600242",
pages = "60--72",
editor = "Jinjun Wang and Jian Cheng and SHuqiang Jian",
booktitle = "Computer Vision for Multimedia Applications",
publisher = "IGI Global",

}

RIS

TY - CHAP

T1 - Robust human face tracking in eigenspace for perceptual human-robot interaction

AU - Jiang, Richard M.

AU - Sadka, Abdul H.

PY - 2010/12/1

Y1 - 2010/12/1

N2 - This chapter introduces a robust human face tracking scheme for vision-based human-robot interaction, where the detected face-like regions in the video sequence are tracked using unscented Kalman filter (UKF), and face occlusion are tackled by using an online appearance-based scheme using principle component analysis (PCA). The experiment is carried out with the standard test video, which validates that the proposed PCA-based face tracking can attain robust performance in tackling face occlusions.

AB - This chapter introduces a robust human face tracking scheme for vision-based human-robot interaction, where the detected face-like regions in the video sequence are tracked using unscented Kalman filter (UKF), and face occlusion are tackled by using an online appearance-based scheme using principle component analysis (PCA). The experiment is carried out with the standard test video, which validates that the proposed PCA-based face tracking can attain robust performance in tackling face occlusions.

U2 - 10.4018/978-1-60960-024-2.ch004

DO - 10.4018/978-1-60960-024-2.ch004

M3 - Chapter

AN - SCOPUS:84899167684

SN - 9781609600242

SP - 60

EP - 72

BT - Computer Vision for Multimedia Applications

A2 - Wang, Jinjun

A2 - Cheng, Jian

A2 - Jian, SHuqiang

PB - IGI Global

ER -