Unsupervised Learning of Models for Recognition
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Face Detection by Learned Affine Correspondences
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Real-Time Face Detection Using Edge-Orientation Matching
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
On the Combination of Different Template Matching Strategies for Fast Face Detection
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Probablistic Affine Invariants for Recognition
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Using Hierarchical Shape Models to Spot Keywords in Cursive Handwriting Data
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Face Detection and Its Applications in Intelligent and Focused Image Retrieval
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Object Detection Using the Statistics of Parts
International Journal of Computer Vision
Pictorial Structures for Object Recognition
International Journal of Computer Vision
Object recognition with uncertain geometry and uncertain part detection
Computer Vision and Image Understanding
One-Shot Learning of Object Categories
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning spatial relations in object recognition
Pattern Recognition Letters
Hybrid Generative-Discriminative Visual Categorization
International Journal of Computer Vision
A Bag of Strings Representation for Image Categorization
Journal of Mathematical Imaging and Vision
Closed-loop learning of visual control policies
Journal of Artificial Intelligence Research
Object recognition with uncertain geometry and uncertain part detection
Computer Vision and Image Understanding
Optimal partial shape similarity
Image and Vision Computing
The emergence of visual categories: a computational perspective
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Visual classification of images by learning geometric appearances through boosting
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Unsupervised object discovery via self-organisation
Pattern Recognition Letters
Structured representations in a content based image retrieval context
Journal of Visual Communication and Image Representation
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We present a new framework for recognizing planar object classes, which is based on local feature detectors and a probabilistic model of the spatial arrangement of the features. The allowed object deformations are represented through shape statistics, which are learned from examples. Instances of an object in an image are detected by finding the appropriate features in the correct spatial configuration. The algorithm is robust with respect to partial occlusion, detector false alarms, and missed features. A 94\% success rate was achieved for the problem of locating quasi-frontal views of faces in cluttered scenes.