Face Detection in Non-uniform Illumination Conditions by Using Color and Triangle-based Approach
Chiunhsiun Lin 0
0National Taipei University
Available Online October 2006.
- https://doi.org/10.2991/jcis.2006.198How to use a DOI?
- Color segmentation; Face detection; Triangle-based Approach; Weighting mask function.
- This investigation develops an efficient face detection scheme that can detect multiple faces in color images with complex environments and non-uniform illumination conditions. The proposed scheme comprises two stages. The first stage adopts YES color and triangle-based segmentation to search potential face regions. The second stage involves face verification using a weighting mask function. The system can handle various sizes of faces, non-uniform illumination conditions, pose and changeable expression. In particular, the scheme significantly increases the execution speed of the face detection algorithm in complex backgrounds. A result of this study performs better than previous methods in terms of speed and ability to handle non-uniform illumination conditions.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Chiunhsiun Lin PY - 2006/10 DA - 2006/10 TI - Face Detection in Non-uniform Illumination Conditions by Using Color and Triangle-based Approach BT - 9th Joint International Conference on Information Sciences (JCIS-06) PB - Atlantis Press SP - 500 EP - 503 SN - 1951-6851 UR - https://doi.org/10.2991/jcis.2006.198 DO - https://doi.org/10.2991/jcis.2006.198 ID - Lin2006/10 ER -