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 language | English |
|---|---|
| Title of host publication | International Conference on Control, Automation and Systems |
| Publisher | IEEE Computer Society |
| Pages | 1501-1503 |
| Number of pages | 3 |
| ISBN (Electronic) | 9788993215069 |
| DOIs | |
| Publication status | Published - 2014 Dec 16 |
| Event | 2014 14th International Conference on Control, Automation and Systems, ICCAS 2014 - Gyeonggi-do, Korea, Republic of Duration: 2014 Oct 22 → 2014 Oct 25 |
Publication series
| Name | International Conference on Control, Automation and Systems |
|---|---|
| ISSN (Print) | 1598-7833 |
Other
| Other | 2014 14th International Conference on Control, Automation and Systems, ICCAS 2014 |
|---|---|
| Country | Korea, Republic of |
| City | Gyeonggi-do |
| Period | 14/10/22 → 14/10/25 |
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All Science Journal Classification (ASJC) codes
- Artificial Intelligence
- Computer Science Applications
- Control and Systems Engineering
- Electrical and Electronic Engineering
Cite this
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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 (International Conference on Control, Automation and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Part-based face detection using SLBP
AU - Baek, Jeonghyun
AU - Kim, Jisu
AU - Kim, Euntai
PY - 2014/12/16
Y1 - 2014/12/16
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84920125141&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84920125141&partnerID=8YFLogxK
U2 - 10.1109/ICCAS.2014.6987799
DO - 10.1109/ICCAS.2014.6987799
M3 - Conference contribution
AN - SCOPUS:84920125141
T3 - International Conference on Control, Automation and Systems
SP - 1501
EP - 1503
BT - International Conference on Control, Automation and Systems
PB - IEEE Computer Society
ER -