Human computing and machine understanding of human behavior: a survey
Proceedings of the 8th international conference on Multimodal interfaces
Tracking head pose and focus of attention with multiple far-field cameras
Proceedings of the 8th international conference on Multimodal interfaces
Person-independent head pose estimation using biased manifold embedding
EURASIP Journal on Advances in Signal Processing
Joint Bayesian Tracking of Head Location and Pose from Low-Resolution Video
Multimodal Technologies for Perception of Humans
Learning a Person-Independent Representation for Precise 3D Pose Estimation
Multimodal Technologies for Perception of Humans
Head Pose Estimation in Single- and Multi-view Environments - Results on the CLEAR'07 Benchmarks
Multimodal Technologies for Perception of Humans
Automatic nonverbal analysis of social interaction in small groups: A review
Image and Vision Computing
IEEE Transactions on Circuits and Systems for Video Technology
Synchronized submanifold embedding for person-independent pose estimation and beyond
IEEE Transactions on Image Processing
Neural network-based head pose estimation and multi-view fusion
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Pose estimation from multiple cameras based on Sylvester's equation
Computer Vision and Image Understanding
Head orientation estimation for covert-tracking robot
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Learning large margin likelihoods for realtime head pose tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Human computing and machine understanding of human behavior: a survey
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Model free head pose estimation using stereovision
Pattern Recognition
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
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
Towards computer understanding of human interactions
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Multimodal cue detection engine for orchestrated entertainment
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
| Hi-index | 0.00 |
Head Tracking and pose estimation are usually considered as two sequential and separate problems: pose is estimated on the head patch provided by a tracking module. However, precision in head pose estimation is dependent on tracking accuracy which itself could benefit from the head orientation knowledge. Therefore, this work considers head tracking and pose estimation as two coupled problems in a probabilistic setting. Head pose models are learned and incorporated into a mixed-state particle filter framework for joint head tracking and pose estimation. Experimental results on real sequences show the effectiveness of the method in estimating more stable and accurate pose values.