Efficient graph based spatial face context representation and matching

Yi I. Chiu, Congcong Li, Chun Rong Huang, Pau-Choo Chung, Tsuhan Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In this paper, we propose a novel orientation-aware Urquhart graph based spatial face context representation method to efficiently describe the spatial relationship among faces in group photos. We combine graph matching with orientations of graph edges to assess the similarity of spatial face contexts from different group photos. The experimental results show that our method can find more structurally similar group photos compared to the state-of-the-art spatial face context representation methods.

Original languageEnglish
Title of host publication2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings
Pages2001-2005
Number of pages5
DOIs
Publication statusPublished - 2013 Oct 18
Event2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Vancouver, BC, Canada
Duration: 2013 May 262013 May 31

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (Print)1520-6149

Other

Other2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013
CountryCanada
CityVancouver, BC
Period13-05-2613-05-31

All Science Journal Classification (ASJC) codes

  • Software
  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Chiu, Y. I., Li, C., Huang, C. R., Chung, P-C., & Chen, T. (2013). Efficient graph based spatial face context representation and matching. In 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings (pp. 2001-2005). [6638004] (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2013.6638004
Chiu, Yi I. ; Li, Congcong ; Huang, Chun Rong ; Chung, Pau-Choo ; Chen, Tsuhan. / Efficient graph based spatial face context representation and matching. 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. 2013. pp. 2001-2005 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).
@inproceedings{060ca67db4fd4a198a1bc9c13600f41d,
title = "Efficient graph based spatial face context representation and matching",
abstract = "In this paper, we propose a novel orientation-aware Urquhart graph based spatial face context representation method to efficiently describe the spatial relationship among faces in group photos. We combine graph matching with orientations of graph edges to assess the similarity of spatial face contexts from different group photos. The experimental results show that our method can find more structurally similar group photos compared to the state-of-the-art spatial face context representation methods.",
author = "Chiu, {Yi I.} and Congcong Li and Huang, {Chun Rong} and Pau-Choo Chung and Tsuhan Chen",
year = "2013",
month = "10",
day = "18",
doi = "10.1109/ICASSP.2013.6638004",
language = "English",
isbn = "9781479903566",
series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",
pages = "2001--2005",
booktitle = "2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings",

}

Chiu, YI, Li, C, Huang, CR, Chung, P-C & Chen, T 2013, Efficient graph based spatial face context representation and matching. in 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings., 6638004, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 2001-2005, 2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, 13-05-26. https://doi.org/10.1109/ICASSP.2013.6638004

Efficient graph based spatial face context representation and matching. / Chiu, Yi I.; Li, Congcong; Huang, Chun Rong; Chung, Pau-Choo; Chen, Tsuhan.

2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. 2013. p. 2001-2005 6638004 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Efficient graph based spatial face context representation and matching

AU - Chiu, Yi I.

AU - Li, Congcong

AU - Huang, Chun Rong

AU - Chung, Pau-Choo

AU - Chen, Tsuhan

PY - 2013/10/18

Y1 - 2013/10/18

N2 - In this paper, we propose a novel orientation-aware Urquhart graph based spatial face context representation method to efficiently describe the spatial relationship among faces in group photos. We combine graph matching with orientations of graph edges to assess the similarity of spatial face contexts from different group photos. The experimental results show that our method can find more structurally similar group photos compared to the state-of-the-art spatial face context representation methods.

AB - In this paper, we propose a novel orientation-aware Urquhart graph based spatial face context representation method to efficiently describe the spatial relationship among faces in group photos. We combine graph matching with orientations of graph edges to assess the similarity of spatial face contexts from different group photos. The experimental results show that our method can find more structurally similar group photos compared to the state-of-the-art spatial face context representation methods.

UR - http://www.scopus.com/inward/record.url?scp=84890467266&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84890467266&partnerID=8YFLogxK

U2 - 10.1109/ICASSP.2013.6638004

DO - 10.1109/ICASSP.2013.6638004

M3 - Conference contribution

SN - 9781479903566

T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

SP - 2001

EP - 2005

BT - 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings

ER -

Chiu YI, Li C, Huang CR, Chung P-C, Chen T. Efficient graph based spatial face context representation and matching. In 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. 2013. p. 2001-2005. 6638004. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2013.6638004