4D facial expression recognition

Tianhong Fang; Xi Zhao; Shishir K. Shah; Ioannis A. Kakadiaris

doi:10.1109/ICCVW.2011.6130440

4D facial expression recognition

Tianhong Fang
, Xi Zhao
, Shishir K. Shah
, Ioannis A. Kakadiaris

University of Houston

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

54 Scopus citations

Abstract

In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.

Original language	English
Title of host publication	2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1594-1601
Number of pages	8
ISBN (Print)	9781467300629
DOIs	https://doi.org/10.1109/ICCVW.2011.6130440
State	Published - 2011
Externally published	Yes
Event	13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011 - Barcelona, Spain Duration: 6 Nov 2011 → 13 Nov 2011

Publication series

Name	Proceedings of the IEEE International Conference on Computer Vision
ISSN (Print)	1550-5499
ISSN (Electronic)	2380-7504

Conference

Conference	13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011
Country/Territory	Spain
City	Barcelona
Period	6/11/11 → 13/11/11

Access to Document

10.1109/ICCVW.2011.6130440

Cite this

Fang, T., Zhao, X., Shah, S. K., & Kakadiaris, I. A. (2011). 4D facial expression recognition. In 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011 (pp. 1594-1601). Article 6130440 (Proceedings of the IEEE International Conference on Computer Vision). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCVW.2011.6130440

@inproceedings{e7d07e2d6925422e8f275047f85815c1,

title = "4D facial expression recognition",

abstract = "In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.",

author = "Tianhong Fang and Xi Zhao and Shah, \{Shishir K.\} and Kakadiaris, \{Ioannis A.\}",

year = "2011",

doi = "10.1109/ICCVW.2011.6130440",

language = "英语",

isbn = "9781467300629",

series = "Proceedings of the IEEE International Conference on Computer Vision",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1594--1601",

booktitle = "2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011",

note = "13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011 ; Conference date: 06-11-2011 Through 13-11-2011",

}

Fang, T, Zhao, X, Shah, SK & Kakadiaris, IA 2011, 4D facial expression recognition. in 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011., 6130440, Proceedings of the IEEE International Conference on Computer Vision, Institute of Electrical and Electronics Engineers Inc., pp. 1594-1601, 13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011, Barcelona, Spain, 6/11/11. https://doi.org/10.1109/ICCVW.2011.6130440

4D facial expression recognition. / Fang, Tianhong; Zhao, Xi; Shah, Shishir K. et al.
2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. Institute of Electrical and Electronics Engineers Inc., 2011. p. 1594-1601 6130440 (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - 4D facial expression recognition

AU - Fang, Tianhong

AU - Zhao, Xi

AU - Shah, Shishir K.

AU - Kakadiaris, Ioannis A.

PY - 2011

Y1 - 2011

N2 - In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.

AB - In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.

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U2 - 10.1109/ICCVW.2011.6130440

DO - 10.1109/ICCVW.2011.6130440

M3 - 会议稿件

AN - SCOPUS:84863028196

SN - 9781467300629

T3 - Proceedings of the IEEE International Conference on Computer Vision

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T2 - 13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011

Y2 - 6 November 2011 through 13 November 2011

ER -

4D facial expression recognition

Abstract

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