Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
The visual analysis of human movement: a survey
Computer Vision and Image Understanding
Parameterized modeling and recognition of activities
Computer Vision and Image Understanding
Tracking persons in monocular image sequences
Computer Vision and Image Understanding
Contour Tracking by Stochastic Propagation of Conditional Density
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
3-D model-based tracking of humans in action: a multi-view approach
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Model-based estimation of 3D human motion with occlusion based on active multi-viewpoint selection
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Singularity Analysis for Articulated Object Tracking
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
Incremental Tracking of Human Actions from Multiple Views
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Cardboard People: A Parameterized Model of Articulated Image Motion
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
A Framework for Modeling the Appearance of 3D Articulated Figures
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Monocular tracking of the human arm in 3D
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
An Appearance-Based Representation of Action
ICPR '96 Proceedings of the 1996 International Conference on Pattern Recognition (ICPR '96) Volume I - Volume 7270
Tracking through Singularities and Discontinuities by Random Sampling
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Learned Temporal Models of Image Motion
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Hyperdynamics Importance Sampling
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Automatic Detection and Tracking of Human Motion with a View-Based Representation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
A Layered Motion Representation with Occlusion and Compact Spatial Support
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Building Roadmaps of Local Minima of Visual Models
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Fusion of Multiple Tracking Algorithms for Robust People Tracking
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Recognizing and Tracking Human Action
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Recognition, Tracking, and Reconstruction of Human Motion
AMDO '02 Proceedings of the Second International Workshop on Articulated Motion and Deformable Objects
Tracking the Human Body Using Multiple Predictors
AMDO '02 Proceedings of the Second International Workshop on Articulated Motion and Deformable Objects
Human Body Tracking with Auxiliary Measurements
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Analysis of Human Locomotion based on Partial Measurements
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Combining View-Based and Model-Based Tracking of Articulated Human Movements
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Building Models of Animals from Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Model-Based Hand Tracking Using a Hierarchical Bayesian Filter
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video-Based Motion Capturing for Skeleton-Based 3D Models
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Using Hierarchical Models for 3D Human Body-Part Tracking
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Three Dimensional Monocular Human Motion Analysis in End-Effector Space
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Propagation of Pixel Hypotheses for Multiple Objects Tracking
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Kinematic self retargeting: A framework for human pose estimation
Computer Vision and Image Understanding
Articulated body motion tracking by combined particle swarm optimization and particle filtering
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
Gaussian-like spatial priors for articulated tracking
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Cyclic articulated human motion tracking by sequential ancestral simulation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Representation and matching of articulated shapes
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Variational mixture smoothing for non-linear dynamical systems
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Inferring 3D body pose from silhouettes using activity manifold learning
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Augmenting hand animation with three-dimensional secondary motion
Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Human attributes from 3D pose tracking
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
A survey of vision-based methods for action representation, segmentation and recognition
Computer Vision and Image Understanding
3D human pose recovery from image by efficient visual feature selection
Computer Vision and Image Understanding
3D tracking for gait characterization and recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Real-time pointing gesture recognition for an immersive environment
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Smart particle filtering for 3D hand tracking
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Computer Vision and Image Understanding
A graphical model based solution to the facial feature point tracking problem
Image and Vision Computing
Kinematic jump processes for monocular 3D human tracking
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Latent gaussian mixture regression for human pose estimation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Stick it articulated tracking using spatial rigid object priors
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Towards human motion capture from a camera mounted on a mobile robot
Image and Vision Computing
Predicting Articulated Human Motion from Spatial Processes
International Journal of Computer Vision
Human 3D motion computation from a varying number of cameras
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Unscented kalman filtering for articulated human tracking
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Data-driven importance distributions for articulated tracking
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Swarm intelligence based searching schemes for articulated 3D body motion tracking
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Efficient and robust shape matching for model based human motion capture
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Interactive image segmentation by matching attributed relational graphs
Pattern Recognition
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Real-time stylistic prediction for whole-body human motions
Neural Networks
Three-dimensional proxies for hand-drawn characters
ACM Transactions on Graphics (TOG)
Learning to mimic motion of human arm and hand grabbing for constraint adaptation
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Robust object tracking algorithm in natural environments
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Learning for multi-view 3d tracking in the context of particle filters
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
A multiview approach to tracking people in crowded scenes using a planar homography constraint
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Predicting 3d people from 2d pictures
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Learning deformations of human arm movement to adapt to environmental constraints
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Posture constraints for bayesian human motion tracking
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Monocular tracking with a mixture of view-dependent learned models
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Articulated body tracking by immune particle filter
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Multi-dimensional game interface with stereo vision
ICEC'05 Proceedings of the 4th international conference on Entertainment Computing
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Multi-camera tracking of articulated human motion using motion and shape cues
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Inferring 3d body pose from uncalibrated video
RoboCup 2005
Robust 3d arm tracking from monocular videos
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Singularity detection and consistent 3d arm tracking using monocular videos
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Approximating inference on complex motion models using multi-model particle filter
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Bilinear spatiotemporal basis models
ACM Transactions on Graphics (TOG)
Human attributes from 3D pose tracking
Computer Vision and Image Understanding
Monocular tracking of 3d human motion with a coordinated mixture of factor analyzers
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
POSECUT: simultaneous segmentation and 3D pose estimation of humans using dynamic graph-cuts
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
A framework to integrate particle filters for robust tracking in non-stationary environments
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation
International Journal of Computer Vision
Natural metrics and least-committed priors for articulated tracking
Image and Vision Computing
Coupled Action Recognition and Pose Estimation from Multiple Views
International Journal of Computer Vision
Spatial measures between human poses for classification and understanding
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Efficient articulated trajectory reconstruction using dynamic programming and filters
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Data-Driven manifolds for outdoor motion capture
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Stochastic 3d motion compensation of coronary arteries from monoplane angiograms
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Full body performance capture under uncontrolled and varying illumination: a shading-based approach
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Efficient visual tracking by using LBP descriptor
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Parametric annealing: A stochastic search method for human pose tracking
Pattern Recognition
GPU accelerated likelihoods for stereo-based articulated tracking
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Unscented Kalman Filtering on Riemannian Manifolds
Journal of Mathematical Imaging and Vision
Tracking in object action space
Computer Vision and Image Understanding
Sketch-based interfaces: drawings to data
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Discriminative fusion of shape and appearance features for human pose estimation
Pattern Recognition
Genetic programming extension to APF-based monocular human body pose estimation
Multimedia Tools and Applications
Detecting, segmenting and tracking unknown objects using multi-label MRF inference
Computer Vision and Image Understanding
Charting-based subspace learning for video-based human action classification
Machine Vision and Applications
Level-line primitives for image registration with figures of merit
Integrated Computer-Aided Engineering
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A probabilistic method for tracking 3D articulated human figures in monocular image sequences is presented. Within a Bayesian framework, we define a generative model of image appearance, a robust likelihood function based on image graylevel differences, and a prior probability distribution over pose and joint angles that models how humans move. The posterior probability distribution over model parameters is represented using a discrete set of samples and is propagated over time using particle filtering. The approach extends previous work on parameterized optical flow estimation to exploit a complex 3D articulated motion model. It also extends previous work on human motion tracking by including a perspective camera model, by modeling limb self occlusion, and by recovering 3D motion from a monocular sequence. The explicit posterior probability distribution represents ambiguities due to image matching, model singularities, and perspective projection. The method relies only on a frame-to-frame assumption of brightness constancy and hence is able to track people under changing viewpoints, in grayscale image sequences, and with complex unknown backgrounds.