Shape and motion from image streams under orthography: a factorization method
International Journal of Computer Vision
Automatic Interpretation and Coding of Face Images Using Flexible Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Region Tracking With Parametric Models of Geometry and Illumination
IEEE Transactions on Pattern Analysis and Machine Intelligence
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient, Robust and Accurate Fitting of a 3D Morphable Model
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Active Appearance Models Revisited
International Journal of Computer Vision
Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Recovering Facial Shape Using a Statistical Model of Surface Normal Direction
IEEE Transactions on Pattern Analysis and Machine Intelligence
A fast and robust 3D head pose and gaze estimation system
Proceedings of the 8th international conference on Multimodal interfaces
Fast and accurate active appearance models
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Robust facial feature tracking under varying face pose and facial expression
Pattern Recognition
2D vs. 3D Deformable Face Models: Representational Power, Construction, and Real-Time Fitting
International Journal of Computer Vision
A Unified Gradient-Based Approach for Combining ASM into AAM
International Journal of Computer Vision
Rigid and non-rigid face motion tracking by aligning texture maps and stereo 3D models
Pattern Recognition Letters
Rotation constrained power factorization for structure from motion of nonrigid objects
Pattern Recognition Letters
Multi-View AAM Fitting and Construction
International Journal of Computer Vision
Multi-View AAM Fitting and Construction
International Journal of Computer Vision
High Resolution Tracking of Non-Rigid Motion of Densely Sampled 3D Data Using Harmonic Maps
International Journal of Computer Vision
Mutual Information-Based 3D Object Tracking
International Journal of Computer Vision
Pose-encoded spherical harmonics for face recognition and synthesis using a single image
EURASIP Journal on Advances in Signal Processing
Automatic feature localisation with constrained local models
Pattern Recognition
Pose Robust Face Tracking by Combining Active Appearance Models and Cylinder Head Models
International Journal of Computer Vision
3D SSD tracking with estimated 3D planes
Image and Vision Computing
Adaptive active appearance model with incremental learning
Pattern Recognition Letters
Robust 3D Face Tracking on Unknown Users with Dynamical Active Models
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Pose-Invariant Facial Expression Recognition Using Variable-Intensity Templates
International Journal of Computer Vision
Multimodal Human Machine Interactions in Virtual and Augmented Reality
Multimodal Signals: Cognitive and Algorithmic Issues
Real-time facial expression recognition using STAAM and layered GDA classifier
Image and Vision Computing
Automatic Fitting of a Deformable Face Mask Using a Single Image
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Interpreting Face Images by Fitting a Fast Illumination-Based 3D Active Appearance Model
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
3-D face detection, landmark localization, and registration using a point distribution model
IEEE Transactions on Multimedia
Vision based driver interactive safety driving agent system
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Locating Facial Features and Pose Estimation Using a 3D Shape Model
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Structure and appearance features for robust 3D facial actions tracking
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Generic vs. person specific active appearance models
Image and Vision Computing
Efficient particle filtering using RANSAC with application to 3D face tracking
Image and Vision Computing
Metric Learning for Image Alignment
International Journal of Computer Vision
Non-rigid face tracking with enforced convexity and local appearance consistency constraint
Image and Vision Computing
Learning a generic 3D face model from 2D image databases using incremental Structure-from-Motion
Image and Vision Computing
A review of active appearance models
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Model-based stereo with occlusions
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Person-independent monocular tracking of face and facial actions with multilinear models
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
3D face reconstruction under imperfect tracking circumstances using shape model constraints
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Real-time 3D face tracking with mutual information and active contours
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
From rendering to tracking point-based 3D models
Image and Vision Computing
2D-3D registration of deformable shapes with manifold projection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multi-feature fusion in advanced robotics applications
Proceedings of the 7th International Conference on Frontiers of Information Technology
Adapted active appearance models
Journal on Image and Video Processing
Feature extraction based on multiphase level set framework for sign language recognition system
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Exploring the identity manifold: constrained operations in face space
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
An evaluation of video-to-video face verification
IEEE Transactions on Information Forensics and Security
Tracking 3D pose of rigid objects using Inverse Compositional Active Appearance Models
International Journal of Knowledge-based and Intelligent Engineering Systems
A comparative study of active appearance model annotation schemes for the face
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Adaptive metric registration of 3D models to non-rigid image trajectories
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
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
Automatic face interpretation using fast 3D illumination-based AAM models
Computer Vision and Image Understanding
A graphical model based solution to the facial feature point tracking problem
Image and Vision Computing
Gamer's facial cloning for online interactive games
International Journal of Computer Games Technology - Special issue on cyber games and interactive entertainment
Deformable object modelling and matching
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Facial movement based recognition
MIRAGE'11 Proceedings of the 5th international conference on Computer vision/computer graphics collaboration techniques
Biased metric learning for person-independent head pose estimation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Rigid and non-rigid face motion tracking by aligning texture maps and stereo-based 3d models
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Real-time non-rigid shape recovery via active appearance models for augmented reality
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Which stereo matching algorithm for accurate 3d face creation ?
IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Automatic 3d face feature points extraction with spin images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Understanding 3d emotions through compact anthropometric autoregressive models
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Face recognition using more than one still image: what is more?
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Single image estimation of facial albedo maps
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Manifold estimation in view-based feature space for face synthesis across poses
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
A simple 3d edge template for pose invariant face detection
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Ambient Intelligence in Everyday Life
3D morphable model parameter estimation
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Pose robust face tracking by combining view-based AAMs and temporal filters
Computer Vision and Image Understanding
A low-cost projector-based hand-held flexible display system
Multimedia Tools and Applications
Image and Vision Computing
Reconstructing 3d human pose from 2d image landmarks
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Using 3d models for real-time facial feature tracking, pose estimation, and expression monitoring
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Generic active appearance models revisited
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
A review of motion analysis methods for human Nonverbal Communication Computing
Image and Vision Computing
Adaptive Non-rigid Registration and Structure from Motion from Image Trajectories
International Journal of Computer Vision
Reconstructing detailed dynamic face geometry from monocular video
ACM Transactions on Graphics (TOG)
EM-GPA: Generalized Procrustes analysis with hidden variables for 3D shape modeling
Computer Vision and Image Understanding
Dynamic random regression forests for real-time head pose estimation
Machine Vision and Applications
3D Active Appearance Model alignment using intensity and range data
Robotics and Autonomous Systems
Hi-index | 0.00 |
Active Appearance Models (AAMs) are generative models commonly used to model faces. Another colsely related type of face models are 3D Morphable Models (3DMMs). Although AAMs are 2D, they can still be used to model 3D phenomena such as faces moving across pose. We first study the representational power of AAMs and show that they can model anything a 3DMM can, but possibly require more shape parameters. We quantify the number of additional parameters required and show that 2D AAMs can generate model instances that are not possible with the equivalent 3DMM. We proceed to describe how a non-rigid structure-from-motion algorithm can be used to construct the corresponding 3D shape modes of a 2D AAM. We then show how the 3D modes can be used to constrain the AAM. so that it can only generate model instances that can also be generated with the 3D modes. Finally, we propose a realtime algorithm for fitting the AAM while enforcing the constrains, creating what we call a "Combined 2D+3D AAM."