Machine Learning
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Making large-scale support vector machine learning practical
Advances in kernel methods
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Gender with Support Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gender and Ethnic Classification of Face Images
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
A Unified Learning Framework for Real Time Face Detection and Classification
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
An experimental comparison of gender classification methods
Pattern Recognition Letters
More generality in efficient multiple kernel learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Combining appearance and motion for face and gender recognition from videos
Pattern Recognition
Manifold Learning for Gender Classification from Face Sequences
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
FaceSeg: automatic face segmentation for real-time video
IEEE Transactions on Multimedia
Facial gender classification using shape-from-shading
Image and Vision Computing
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Gender recognition: A multiscale decision fusion approach
Pattern Recognition Letters
Spatial Gaussian mixture model for gender recognition
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Gender classification in uncontrolled settings using additive logistic models
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Ethnicity- and Gender-based Subject Retrieval Using 3-D Face-Recognition Techniques
International Journal of Computer Vision
Learning local features for age estimation on real-life faces
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Supervised relevance maps for increasing the distinctiveness of facial images
Pattern Recognition
Bag of soft biometrics for person identification
Multimedia Tools and Applications
Enhancing multi-lingual information extraction via cross-media inference and fusion
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Learning to discover faulty spots in cDNA microarrays
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Gender discriminating models from facial surface normals
Pattern Recognition
Gender classification using the profile
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Combining contrast information and local binary patterns for gender classification
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Can gender be predicted from near-infrared face images?
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Gender classification via global-local features fusion
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Learning local binary patterns for gender classification on real-world face images
Pattern Recognition Letters
Gender from body: a biologically-inspired approach with manifold learning
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Semi-supervised feature selection for gender classification
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
On the importance of multi-dimensional information in gender estimation from face images
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Gender identification using feature patch-based bayesian classifier
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Recognizing human gender in computer vision: a survey
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Improving gender recognition using genetic algorithms
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Discovering relationship types between users using profiles and shared photos in a social network
Multimedia Tools and Applications
Robust gender recognition by exploiting facial attributes dependencies
Pattern Recognition Letters
Three robust features extraction approaches for facial gender classification
The Visual Computer: International Journal of Computer Graphics
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This paper presents a method based on AdaBoost to identify the sex of a person from a low resolution grayscale picture of their face. The method described here is implemented in a system that will process well over 109 images. The goal of this work is to create an efficient system that is both simple to implement and maintain; the methods described here are extremely fast and have straightforward implementations. We achieve 80% accuracy in sex identification with less than 10 pixel comparisons and 90% accuracy with less than 50 pixel comparisons. The best classifiers published to date use Support Vector Machines; we match their accuracies with as few as 500 comparison operations on a 20脳 20 pixel image. The AdaBoost based classifiers presented here achieve over 93% accuracy; these match or surpass the accuracies of the SVM-based classifiers, and yield performance that is 50 times faster.