Neural network perception for mobile robot guidance
Neural network perception for mobile robot guidance
Detection and localization of faces on digital images
Pattern Recognition Letters
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A bootstrapping algorithm for learning linear models of object classes
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
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)
Probabilistic visual learning for object detection
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Finding faces in cluttered scenes using random labeled graph matching
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Example Based Image Analysis and Synthesis
Example Based Image Analysis and Synthesis
Learning and example selection for object and pattern detection
Learning and example selection for object and pattern detection
Face recognition using artificial neural network group-based adaptive tolerance (GAT) trees
IEEE Transactions on Neural Networks
Face recognition/detection by probabilistic decision-based neural network
IEEE Transactions on Neural Networks
Example-Based Object Detection in Images by Components
IEEE Transactions on Pattern Analysis and Machine Intelligence
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Detection in Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Methods for Finding People
International Journal of Computer Vision
Combining Skin Color Model and Neural Network for Rotation Invariant Face Detection
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
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
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Real-time face detection and tracking for mobile videoconferencing
Real-Time Imaging
Feature-Based Affine-Invariant Localization of Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
A robust method for detecting arbitrarily tilted human faces in color images
Pattern Recognition Letters
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
High-Performance Rotation Invariant Multiview Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face detection using a first-order RCE classifier
EURASIP Journal on Applied Signal Processing
Translation and scale-invariant gesture recognition in complex scenes
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Face Detection on Embedded Systems
ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
WSEAS Transactions on Signal Processing
A Generative Shape Regularization Model for Robust Face Alignment
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Face detection using simplified Gabor features and hierarchical regions in a cascade of classifiers
Pattern Recognition Letters
Facial Feature Extraction and Change Analysis Using Photometric Stereo
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Towards automated large vocabulary gesture search
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
A Similarity Measure for Vision-Based Sign Recognition
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
A data mining approach to face detection
Pattern Recognition
Using Biologically Inspired Visual Features and Mixture of Experts for Face/Nonface Recognition
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Fast frontal-view face detection using a multi-path decision tree
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
FEA-Accu cascade for face detection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A database-based framework for gesture recognition
Personal and Ubiquitous Computing
Learning object detection from a small number of examples: the importance of good features
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Expand training set for face detection by GA re-sampling
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A fast and robust face detection based on module switching network
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
Multiple faces detection in real time using neural networks
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Appearance-based face detection with artificial neural networks
Intelligent Decision Technologies
Multi-view fast object detection by using extended haar filters in uncontrolled environments
Pattern Recognition Letters
Coarse head pose estimation of construction equipment operators to formulate dynamic blind spots
Advanced Engineering Informatics
Rotated haar-like features for face detection with in-plane rotation
VSMM'06 Proceedings of the 12th international conference on Interactive Technologies and Sociotechnical Systems
Robust multi-view face detection using error correcting output codes
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
How to train a classifier based on the huge face database?
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Design an effective pattern classification model
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Fast head tilt detection for human-computer interaction
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Face detection based on the manifold
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Novel face detection method based on gabor features
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Face detection in resource constrained wireless systems
Mobile Multimedia Processing
Face detection in low-resolution color images
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Real-time fault detection in manufacturing environments using face recognition techniques
Journal of Intelligent Manufacturing
A system for large vocabulary sign search
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Simulation of face/hairstyle swapping in photographs with skin texture synthesis
Multimedia Tools and Applications
Combining texture and stereo disparity cues for real-time face detection
Image Communication
Robotics and Autonomous Systems
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In this paper, we present a neural network-based face detection system. Unlike similar systems which are limited to detecting upright, frontal faces, this system detects faces at any degree of rotation in the image plane. The system employs multiple networks; a "router" network first processes each input window to determine its orientation and then uses this information to prepare the window for one or more "detector" networks. We present the training methods for both types of networks. We also perform sensitivity analysis on the networks, and present empirical results on a large test set. Finally, we present preliminary results for detecting faces rotated out of the image plane, such as profiles and semi-profiles.