A Method for Registration of 3-D Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Tracking Human Motion in Structured Environments Using a Distributed-Camera System
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Monitoring Activities from Multiple Video Streams: Establishing a Common Coordinate Frame
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting Faces in Images: A Survey
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)
3D Real-Time Head Tracking Fusing Color Histograms and Stereovision
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Face Recognition Based on Fitting a 3D Morphable Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active Appearance Models Revisited
International Journal of Computer Vision
Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 10 - Volume 10
Effective Gaussian Mixture Learning for Video Background Subtraction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
An active model for facial feature tracking
EURASIP Journal on Applied Signal Processing
Robust real-time 3D head pose estimation from range data
Pattern Recognition
Fast and reliable active appearance model search for 3-D face tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Robust online appearance models for visual tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual tracking and recognition using appearance-adaptive models in particle filters
IEEE Transactions on Image Processing
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The ability to detect and track human heads and faces in video sequences can be considered as the finest level of any video surveillance system. In this paper, we introduce a general framework for evaluating our recent appearance-based 3D face tracker using dense 3D data. This tracker combines online appearance models with an image registration technique and can run in real-time and is drift insensitive. More precisely, accuracy and usability of this developed tracker are assessed using stereo-based range facial data from which ground truth 3D motions are computed. This evaluation quantifies the monocular tracker accuracy, and identifies its working range in 3D space. Additionally, this evaluation gives some hints on how the tracker can be fully exploited.