Head pose estimation for visual field projection
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Pose-Invariant Facial Expression Recognition Using Variable-Intensity Templates
International Journal of Computer Vision
Face recognition across pose: A review
Pattern Recognition
Synthesizing Frontal Faces on Calibrated Stereo Cameras for Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A New Approach on Spatio-temporal Scene Analysis for Driver Observation
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Head Pose Estimation from Passive Stereo Images
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Toward fully automated face pose estimation
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
IEEE Transactions on Circuits and Systems for Video Technology
A novel active heads-up display for driver assistance
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Learning from Examples to Generalize over Pose and Illumination
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
BISAR: boosted input selection algorithm for regression
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Uncorrelated discriminant simplex analysis for view-invariant gait signal computing
Pattern Recognition Letters
Unconstrained face recognition using MRF priors and manifold traversing
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Monocular head pose estimation using generalized adaptive view-based appearance model
Image and Vision Computing
Adjusted pixel features for robust facial component classification
Image and Vision Computing
Learning large margin likelihoods for realtime head pose tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Transactions on Intelligent Transportation Systems
Cluster-based distributed face tracking in camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
An efficient 3d head pose inference from videos
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
3D head pose estimation and tracking using particle filtering and ICP algorithm
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Human head pose estimation using multi-appearance features
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Frontal view recognition using spectral clustering and subspace learning methods
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Coupled Gaussian process regression for pose-invariant facial expression recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Multi-class classification on Riemannian manifolds for video surveillance
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Robust head pose estimation using supervised manifold learning
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
A robust head pose estimation system for uncalibrated monocular videos
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Real-time gaze tracking for public displays
AmI'10 Proceedings of the First international joint conference on Ambient intelligence
3D deformable face tracking with a commodity depth camera
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Face recognition based on 2D images under illumination and pose variations
Pattern Recognition Letters
Face tracking with automatic model construction
Image and Vision Computing
Phase space for face pose estimation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Facial expression recognition using facial features andmanifold learning
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Driver's behavior assessment by on-board/off-board video context analysis
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Recognizing continuous grammatical marker facial gestures in sign language video
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Head pose estimation with one camera, in uncalibrated environments
Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction
Head-pose recognition for a game system based on nose's relative position
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: users and applications - Volume Part IV
Model free head pose estimation using stereovision
Pattern Recognition
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Estimating human body and head orientation change to detect visual attention direction
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Biased metric learning for person-independent head pose estimation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Real-time head pose estimation using random regression forests
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
An study on ear detection and its applications to face detection
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Coarse head pose estimation of construction equipment operators to formulate dynamic blind spots
Advanced Engineering Informatics
Two-handed gesture recognition and fusion with speech to command a robot
Autonomous Robots
Head pose estimation based on manifold embedding and distance metric learning
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Directional eigentemplate learning for sparse template tracker
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
On nonlinear dimensionality reduction for face recognition
Image and Vision Computing
International Journal of Computer Vision
Real-Time head pose estimation for mobile devices
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Image and Vision Computing
Improving accuracy in face tracking user interfaces using consumer devices
Proceedings of the 1st Annual conference on Research in information technology
Face tracking user interfaces using vision-based consumer devices
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Towards sensing the influence of visual narratives on human affect
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 4th International Conference on Automotive User Interfaces and Interactive Vehicular Applications
Exploiting perception for face analysis: image abstraction for head pose estimation
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Depth-based real time head pose tracking using 3D template matching
SIGGRAPH Asia 2012 Technical Briefs
Unconventional approaches for facial animation and tracking
SIGGRAPH Asia 2012 Technical Briefs
Towards more engaging telepresence by face tracking
Proceedings of the Workshop at SIGGRAPH Asia
A real-time system for head tracking and pose estimation
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
A Two-Layer Framework for Piecewise Linear Manifold-Based Head Pose Estimation
International Journal of Computer Vision
3D aided face recognition across pose variations
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Random Forests for Real Time 3D Face Analysis
International Journal of Computer Vision
Head pose estimation via background removal
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Statistical framework for facial pose classification
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
An adaptation framework for head-pose classification in dynamic multi-view scenarios
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Second screen interaction: an approach to infer tv watcher's interest using 3d head pose estimation
Proceedings of the 22nd international conference on World Wide Web companion
Thermal imaging for affect detection
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Parameterless Local Discriminant Embedding
Neural Processing Letters
Head direction estimation from low resolution images with scene adaptation
Computer Vision and Image Understanding
Robust frontal view search using extended manifold learning
Journal of Visual Communication and Image Representation
A head pose tracking system using RGB-D camera
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
3D head pose and gaze tracking and their application to diverse multimodal tasks
Proceedings of the 15th ACM on International conference on multimodal interaction
A central profile-based 3D face pose estimation
Pattern Recognition
Dynamic random regression forests for real-time head pose estimation
Machine Vision and Applications
Estimating and using absolute and relative viewing distance in interactive systems
Pervasive and Mobile Computing
Detecting People Looking at Each Other in Videos
International Journal of Computer Vision
Rough set based pose invariant face recognition with mug shot images
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation
International Journal of Computer Vision
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The capacity to estimate the head pose of another person is a common human ability that presents a unique challenge for computer vision systems. Compared to face detection and recognition, which have been the primary foci of face-related vision research, identity-invariant head pose estimation has fewer rigorously evaluated systems or generic solutions. In this paper, we discuss the inherent difficulties in head pose estimation and present an organized survey describing the evolution of the field. Our discussion focuses on the advantages and disadvantages of each approach and spans 90 of the most innovative and characteristic papers that have been published on this topic. We compare these systems by focusing on their ability to estimate coarse and fine head pose, highlighting approaches that are well suited for unconstrained environments.