International Journal of Computer Vision
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Classifier and shift-invariant automatic target recognition neural networks
Neural Networks - Special issue: automatic target recognition
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
Pattern Recognition with Neural Network in C++
Pattern Recognition with Neural Network in C++
The FERET Evaluation Methodology for Face-Recognition Algorithms
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)
Pedestrian Detection Using Wavelet Templates
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Eigenfeatures for planar pose measurement of partially occluded objects
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Recognition of Planar Object Classes
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Example Based Learning for View-Based Human Face Detection
Example Based Learning for View-Based Human Face Detection
ACM Computing Surveys (CSUR)
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Detection and Localization by Dynamic Template Warping
International Journal of Computer Vision
Model-based varying pose face detection and facial feature registration in video images
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
A wearable digital library of personal conversations
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Learning to recognize three-dimensional objects
Neural Computation
Model-based varying pose face detection and facial feature registration in colour images
Pattern Recognition Letters
A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Glasses Detection for Face Recognition Using Bayes Rules
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
A General Framework for Face Detection
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
A Fragment-Based Approach to Object Representation and Classification
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Face Detection by Learned Affine Correspondences
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Advances in Component-Based Face Detection
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Fast Face Detection Using Neural Networks and Image Decomposition
AMT '01 Proceedings of the 6th International Computer Science Conference on Active Media Technology
Face Indexing and Retrieval in Personal Digital Album
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Face Detection for Video Summaries
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Real-Time Face Detection on a Configurable Hardware System
FPL '00 Proceedings of the The Roadmap to Reconfigurable Computing, 10th International Workshop on Field-Programmable Logic and Applications
Object Detection Using the Statistics of Parts
International Journal of Computer Vision
WALRUS: A Similarity Retrieval Algorithm for Image Databases
IEEE Transactions on Knowledge and Data Engineering
A Coarse-to-Fine Strategy for Multiclass Shape Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition invariance obtained by extended and invariant features
Neural Networks - 2004 Special issue Vision and brain
Contour-based partial object recognition using symmetry in image databases
Proceedings of the 2005 ACM symposium on Applied computing
Proceedings of the 13th annual ACM international conference on Multimedia
Browsing the environment with the SNAP&TELL wearable computer system
Personal and Ubiquitous Computing
Feature-Based Detection of Facial Landmarks from Neutral and Expressive Facial Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Receptive Field Structures for Recognition
Neural Computation
A Hidden Markov Model approach for appearance-based 3D object recognition
Pattern Recognition Letters
Speeding-up normalized neural networks for face/object detection
Machine Graphics & Vision International Journal
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Extreme video retrieval: joint maximization of human and computer performance
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
New fast normalized neural networks for pattern detection
Image and Vision Computing
Face detection using a first-order RCE classifier
EURASIP Journal on Applied Signal Processing
Face Detection Using Mixture of MLP Experts
Neural Processing Letters
Faces of pain: automated measurement of spontaneousallfacial expressions of genuine and posed pain
Proceedings of the 9th international conference on Multimodal interfaces
Component-based face detection and verification
Pattern Recognition Letters
Robotic Grasping of Novel Objects using Vision
International Journal of Robotics Research
Cascaded face detection using neural network ensembles
EURASIP Journal on Advances in Signal Processing
Face detection and tracking using a Boosted Adaptive Particle Filter
Journal of Visual Communication and Image Representation
Cross-View Object Tracking by Projective Invariants and Feature Matching
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Data Mining Spontaneous Facial Behavior with Automatic Expression Coding
Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction
Spatiotemporal saliency for video classification
Image Communication
CAMEO: modeling human activity in formal meeting situations
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Automatic coding of facial expressions displayed during posed and genuine pain
Image and Vision Computing
Face detection and tracking in video sequences using the modifiedcensus transformation
Image and Vision Computing
Segmentation of faces in video footage using controlled weights on HSV color
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Real-time face detection using illumination invariant features
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Detection of a speaker in video by combined analysis of speech sound and mouth movement
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Integrating neural networks and PCA for fast covert surveillance
CI'10 Proceedings of the 4th WSEAS international conference on Computational intelligence
Micro nucleus detection in human lymphocytes using convolutional neural network
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Learning a restricted Bayesian network for object detection
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A discriminative feature space for detecting and recognizing faces
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Face detection with the modified census transform
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Human tracking using multiple-camera-based head appearance modeling
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Local appearance-based models using high-order statistics of image features
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Dependable 3D object recognition with two-layered particle filter
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
New high speed normalized neural networks for pattern detection
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Applying biometric principles to avatar recognition
Transactions on computational science XII
Finding people in video streams by statistical modeling
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
The feature vector selection for robust multiple face detection
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Automatic vehicle detection using statistical approach
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Mixture of SVMs for face class modeling
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Palmprint recognition using polynomial neural network
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Face detection in low-resolution color images
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A new hybrid system for information security
ACA'12 Proceedings of the 11th international conference on Applications of Electrical and Computer Engineering
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In this paper, we describe an algorithm for object recognition that explicitly models and estimates the posterior probability function, P(object\image). We have chosen a functional form of the posterior probability function that captures the joint statistics of local appearance and position on the object as well as the statistics of local appearance in the visual world at large. We lise a discrete representation of local appearance consisting of approximately 106 patterns. We compute an estimate of P(object\image) in closed form by counting the frequency of occurrence of these patterns over various sets of training images. We have used this method for detecting human faces from frontal and profile views. The algorithm for frontal views has shown a detection rate of 93.0% with 88 false alarms on a set of 125 images containing 483 faces combining the MIT test set of Sung and Poggio with the CMU test sets of Rowley, Baluja, and Kanade. The algorithm for detection of profile views has also demonstrated promising results.