IEEE Transactions on Pattern Analysis and Machine Intelligence
Parametrized structure from motion for 3D adaptive feedback tracking of faces
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
3-D Facial Pose and Gaze Point Estimation Using a Robust Real-Time Tracking Paradigm
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Detecting Head Pose from Stereo Image Sequence for Active Face Recognition
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
A Robust Model-Based Approach for 3D Head Tracking in Video Sequences
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
An Algorithm for Real-Time Stereo Vision Implementation of Head Pose and Gaze Direction Measurement
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Comparative Study of Coarse Head Pose Estimation
MOTION '02 Proceedings of the Workshop on Motion and Video Computing
Real-time Human Motion Analysis by Image Skeletonization
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
Motion Regularization for Model-Based Head Tracking
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
Model-Based Head Pose Tracking With Stereovision
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
The CMU Pose, Illumination, and Expression (PIE) Database
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
A Stabilized Adaptive Appearance Changes Model for 3D Head Tracking
RATFG-RTS '01 Proceedings of the IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems (RATFG-RTS'01)
Face Cataloger: Multi-Scale Imaging for Relating Identity to Location
AVSS '03 Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance
Tracking head pose and focus of attention with multiple far-field cameras
Proceedings of the 8th international conference on Multimodal interfaces
Cluster-based distributed face tracking in camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Robust head pose estimation using supervised manifold learning
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
A platform for monitoring aspects of human presence in real-time
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Estimating the lecturer's head pose in seminar scenarios – a multi-view approach
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
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Most surveillance cameras have a wide-angle field of view andare situated unobtrusively at overhead positions. For this typeof application, head pose estimation is very challengingbecause of the limitations of the quality and resolution of theincoming data. In addition, even though the absolute head poseis constant, the head pose in camera view changes dependingupon the location of head with respect the camera. In thispaper, we present a solution to estimate absolute coarse headpose for wide-angle overhead cameras by integrating 3D headposition and pose information. The work involves image-basedlearning, pose correction based on 3D position, and real-timemulti-camera integration of low-resolution imagery. Thesystem can be applied to an active face catalogger to obtainthe best view of the face for surveillance, to customerrelationship management to record behavior in retail stores orto virtual reality as an input device.