Part-based face detection using SLBP

Jeonghyun Baek, Jisu Kim, Euntai Kim

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

Abstract

Face detection is one of the important issues in Human Computer Interaction (HCI). In face detection, Local Binary Pattern (LBP) feature is popularly used because of its invariant for rotation and lighting condition. In this paper, we propose part-based face detection method using Skin-Color LBP (SLBP). The proposed feature SLBP shows better performance than LBP because it contains not only appearance information but also color information. And we enhance detection process by limiting face search area based on head-shoulder detection results. Experiments are performed with INIRA dataset.

Original languageEnglish
Title of host publicationInternational Conference on Control, Automation and Systems
PublisherIEEE Computer Society
Pages1501-1503
Number of pages3
ISBN (Electronic)9788993215069
DOIs
Publication statusPublished - 2014 Jan 1
Event2014 14th International Conference on Control, Automation and Systems, ICCAS 2014 - Gyeonggi-do, Korea, Republic of
Duration: 2014 Oct 222014 Oct 25

Other

Other2014 14th International Conference on Control, Automation and Systems, ICCAS 2014
CountryKorea, Republic of
CityGyeonggi-do
Period14/10/2214/10/25

Fingerprint

Face recognition
Skin
Color
Human computer interaction
Lighting
Experiments

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Baek, J., Kim, J., & Kim, E. (2014). Part-based face detection using SLBP. In International Conference on Control, Automation and Systems (pp. 1501-1503). [6987799] IEEE Computer Society. https://doi.org/10.1109/ICCAS.2014.6987799
Baek, Jeonghyun ; Kim, Jisu ; Kim, Euntai. / Part-based face detection using SLBP. International Conference on Control, Automation and Systems. IEEE Computer Society, 2014. pp. 1501-1503
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Baek, J, Kim, J & Kim, E 2014, Part-based face detection using SLBP. in International Conference on Control, Automation and Systems., 6987799, IEEE Computer Society, pp. 1501-1503, 2014 14th International Conference on Control, Automation and Systems, ICCAS 2014, Gyeonggi-do, Korea, Republic of, 14/10/22. https://doi.org/10.1109/ICCAS.2014.6987799

Part-based face detection using SLBP. / Baek, Jeonghyun; Kim, Jisu; Kim, Euntai.

International Conference on Control, Automation and Systems. IEEE Computer Society, 2014. p. 1501-1503 6987799.

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

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Baek J, Kim J, Kim E. Part-based face detection using SLBP. In International Conference on Control, Automation and Systems. IEEE Computer Society. 2014. p. 1501-1503. 6987799 https://doi.org/10.1109/ICCAS.2014.6987799