Graphs and algorithms
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic Visual Learning for Object Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face detection for image annotation
Pattern Recognition Letters - Special issue on pattern recognition in practice VI
Face Detection With Information-Based Maximum Discrimination
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
WACV '96 Proceedings of the 3rd IEEE Workshop on Applications of Computer Vision (WACV '96)
Finding faces in cluttered scenes using random labeled graph matching
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Active learning using pre-clustering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Classification of flourescence in situ hybridization images using belief networks
Pattern Recognition Letters
Pattern Recognition Letters - Special issue: ROC analysis in pattern recognition
Learning spatial relations in object recognition
Pattern Recognition Letters
Approximating the multiclass ROC by pairwise analysis
Pattern Recognition Letters
Learning semantic object parts for object categorization
Image and Vision Computing
Proactive learning: cost-sensitive active learning with multiple imperfect oracles
Proceedings of the 17th ACM conference on Information and knowledge management
Web robot detection: A probabilistic reasoning approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
A robust face detection scheme for surveillance applications
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
Unsupervised Supervised Learning II: Margin-Based Classification Without Labels
The Journal of Machine Learning Research
Robust eye detection method for varying environment using illuminant context-awareness
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Object detection using context-based cascade classifier
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Multi-context fusion based robust face detection in dynamic environments
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Learning TAN from incomplete data
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Human face detection using skin color context awareness and context-based bayesian classifiers
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
An efficient face location using integrated feature space
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
An efficient face and eye detector modeling in external environment
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
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A face detection system is presented. A new classification method using forest-structured Bayesian networks is used. The method is used in an aggregated classifier to discriminate face from non-face patterns. The process of generating non-face patterns is integrated with the construction of the aggregated classifier. The face detection system performs well in comparison with other well-known methods.