The nature of statistical learning theory
The nature of statistical learning theory
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Boosting Sex Identification Performance
International Journal of Computer Vision
An Experimental Study on Automatic Face Gender Classification
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
Evaluation of Gender Classification Methods with Automatically Detected and Aligned Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bosphorus Database for 3D Face Analysis
Biometrics and Identity Management
Face Gender Classification on Consumer Images in a Multiethnic Environment
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Multimodal facial gender and ethnicity identification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Robust 3d face recognition based on rejection and adaptive region selection
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Face recognition by independent component analysis
IEEE Transactions on Neural Networks
Gender classification from unaligned facial images using support subspaces
Information Sciences: an International Journal
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Gender classification has attracted a lot of attention in computer vision and pattern recognition. In this paper, we propose a gender classification method. First, we present a robust profile extraction algorithm; Second, we implement Principal Components Analysis (PCA) and Independent Components Analysis (ICA) to extract discriminative features from profile to estimate the face gender via SVM. Our experimental results on Bosphorus 3D face database show that our proposed method works well.