Eye states detection by boosting local binary pattern histogram features

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2008, Pages 1480-1483

  Xu, Cui ^a   Zheng, Ying ^a   Wang, Zengfu ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

AdaBoost learning; Eye states detection; Local Binary Pattern Histogram

Indexed keywords

ADABOOST LEARNING; APPEARANCE BASED; BINARY CLASSIFICATION PROBLEMS; DESCRIPTORS; DETECTION ALGORITHM; DISCRIMINATIVE FEATURES; EYE STATES DETECTION; FEATURE SETS; HISTOGRAM FEATURES; LOCAL BINARY PATTERN HISTOGRAM; LOCAL BINARY PATTERNS; LOCAL TEXTURE; NOVEL METHODS; ROBUST DETECTION;

CONTENT BASED RETRIEVAL; IMAGE PROCESSING; IMAGING SYSTEMS;

ADAPTIVE BOOSTING;

EID: 69949128637     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4712046     Document Type: Conference Paper

References (10)

1. A. Yuille, P. Hallinan, and D. Cohen, "Feature extraction from faces using deformable templates," International Journal of Computer Vision, vol. 8, no. 2, pp. 99-111, 1992.
2. Y. Tian, T. Kanade, and J. Cohn, "Eye-state action unit detection by gabor wavelets," in International Conference on Multimodal Interfaces, 2000, pp. 143-150.
3. Ilkwon Park, Jung-Ho Ahn, and Hyeran Byum, "Efficient measurement of eye blinking under various illumination conditions for drowsiness detection systems," in Proceedings of the 18th International Conference on Pattern Recognition, 2006, pp. 383-386.
4. T. Ojala, M. Pietikäinen, and D. Harwood, "A comparative study of texture measures with classification based on feature distribution," Pattern Recognition, vol. 29, no. 1, pp. 51-59, 1996.
5. T. Ojala, M. Pietikäinen, and T. Mäenpää, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, pp. 971-987, 2002.
6. Z. Yang and H. Ai, "Demographic classification with local binary patterns," in International Conference on Bioinformatics, 2007, vol. 4642, pp. 464-473.
7. W. Press, S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C++: The Art of Scientific Computing, Cambridge: Cambridge University Press, 2002.
8. P. Viola and M. Jones, "Rapid object detection using a boosted cascade of simple features," in IEEE International Conference on CVPR, 2001, pp. 511-518.
9. W. Gao, B. Cao, S. Shan, D. Zhou, X. Zhang, and D. Zhao, "The cas-peal large-scale Chinese face database and evaluation protocols," Technical Report No. JDL-TR-04-FR-001, Joint Research and Development Laboratory, CAS, 2004.
10. Y. Zheng and Z. Wang, "Minimal neighborhood mean projection function and its application to eye location," Journal of Software, 2008.