Recognizing Human Facial Expressions From Long Image Sequences Using Optical Flow
IEEE Transactions on Pattern Analysis and Machine Intelligence
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation
International Journal of Computer Vision
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia: Face/gesture recognition and their applications
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance-driven hand-drawn animation
NPAR '00 Proceedings of the 1st international symposium on Non-photorealistic animation and rendering
Optical Flow Constraints on Deformable Models with Applications to Face Tracking
International Journal of Computer Vision
Automatic Analysis of Facial Expressions: The State of the Art
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognizing Action Units for Facial Expression Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Correspondence with Cumulative Similiarity Transforms
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Tracking with Bayesian Estimation of Dynamic Layer Representations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian Object Localisation in Images
International Journal of Computer Vision
Adjusting Shape Parameters Using Model-Based Optical Flow Residuals
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling and Animating Realistic Faces from Images
International Journal of Computer Vision
IEEE MultiMedia
MAUI: a multimodal affective user interface
Proceedings of the tenth ACM international conference on Multimedia
Retrieving actions embedded in video
Proceedings of the tenth ACM international conference on Multimedia
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Eye Gaze Correction with Stereovision for Video-Teleconferencing
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Multimodal Data Representations with Parameterized Local Structures
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Visual Human-Machine Interaction
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Face-Responsive Interfaces: From Direct Manipulation to Perceptive Presence
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
E-Partner: A Photo-Realistic Conversation Agent
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
3D Facial Feature Extraction and Global Motion Recovery Using Multi-modal Information
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Motion segmentation and pose recognition with motion history gradients
Machine Vision and Applications - Special issue: IEEE WACV
Machine Vision and Applications
Recognizing action units for facial expression analysis
Multimodal interface for human-machine communication
Modeling, Tracking and Interactive Animation of Faces and Heads Using Input from Video
CA '96 Proceedings of the Computer Animation
A Radial Cumulative Similarity Transform for Robust Image Correspondence
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Tracking People with Twists and Exponential Maps
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Head Tracking via Robust Registration in Texture Map Images
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Vision-based control of 3D facial animation
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
Unsupervised learning for speech motion editing
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
Neural Networks - 2003 Special issue: Advances in neural networks research IJCNN'03
Fully Automatic Upper Facial Action Recognition
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Facial expression recognition from video sequences: temporal and static modeling
Computer Vision and Image Understanding - Special issue on Face recognition
Invariance in motion analysis of videos
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
A framework for heading-guided recognition of human activity
Computer Vision and Image Understanding
Twist Based Acquisition and Tracking of Animal and Human Kinematics
International Journal of Computer Vision
Facial Expression Transportation with FES
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Recognition of Facial Expressions Using Muscle-Based Feature Models
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
From conversational tooltips to grounded discourse: head poseTracking in interactive dialog systems
Proceedings of the 6th international conference on Multimodal interfaces
Analysis of emotion recognition using facial expressions, speech and multimodal information
Proceedings of the 6th international conference on Multimodal interfaces
Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognizing facial expressions using active textures with wrinkles
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Performance-driven hand-drawn animation
ACM SIGGRAPH 2006 Courses
Spatio-temporal graphical-model-based multiple facial feature tracking
EURASIP Journal on Applied Signal Processing
Multimodal human-computer interaction: A survey
Computer Vision and Image Understanding
High Resolution Tracking of Non-Rigid Motion of Densely Sampled 3D Data Using Harmonic Maps
International Journal of Computer Vision
Bio-Inspired Functional Asymmetry Camera System
Neural Information Processing
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Face Tracking for Spatially Aware Mobile User Interfaces
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
International Journal of Computer Vision
New Human Face Expression Tracking
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Robust real-time face tracking and gesture recognition
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Monocular head pose estimation using generalized adaptive view-based appearance model
Image and Vision Computing
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Real-time capable method for facial expression recognition in color and stereo vision
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Block-matching-based motion field generation utilizing directional edge displacement
Computers and Electrical Engineering
Visual affect recognition
Audio-visual spontaneous emotion recognition
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Complex motion models for simple optical flow estimation
Proceedings of the 32nd DAGM conference on Pattern recognition
Interactive region-based linear 3D face models
ACM SIGGRAPH 2011 papers
Realtime performance-based facial animation
ACM SIGGRAPH 2011 papers
Recognition of emotions from video using neural network models
Expert Systems with Applications: An International Journal
Real-time modeling of face deformation for 3d head pose estimation
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Moments and wavelets for classification of human gestures represented by spatio-temporal templates
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
ICSR'11 Proceedings of the Third international conference on Social Robotics
Online expression mapping for performance-driven facial animation
ICEC'07 Proceedings of the 6th international conference on Entertainment Computing
Realtime facial animation with on-the-fly correctives
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
High fidelity facial animation capture and retargeting with contours
Proceedings of the 12th ACM SIGGRAPH/Eurographics Symposium on Computer Animation
A review of motion analysis methods for human Nonverbal Communication Computing
Image and Vision Computing
Reconstructing detailed dynamic face geometry from monocular video
ACM Transactions on Graphics (TOG)
Hi-index | 0.00 |
This paper explores the use of local parametrized models of image motion for recovering and recognizing the non-rigid and articulated motion of human faces. Parametric flow models (for example affine) are popular for estimating motion in rigid scenes. We observe that within local regions in space and time, such models not only accurately model non-rigid facial motions but also provide a concise description of the motion in terms of a small number of parameters. These parameters are intuitively related to the motion of facial features during facial expressions and we show how expressions such as anger, happiness, surprise, fear, disgust and sadness can be recognized from the local parametric motions in the presence of significant head motion. The motion tracking and expression recognition approach performs with high accuracy in extensive laboratory experiments involving 40 subjects as well as in television and movie sequences.