Learned Models for Estimation of Rigid and ArticulatedHuman Motion from Stationary or Moving Camera
International Journal of Computer Vision
W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Design of a digital library for human movement
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Human Activity Recognition Using Multidimensional Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Retrieving actions embedded in video
Proceedings of the tenth ACM international conference on Multimedia
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
Learning to Parse Pictures of People
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Stochastic Tracking of 3D Human Figures Using 2D Image Motion
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Articulated Object Tracking via a Genetic Algorithm
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
3D Part Recognition Method for Human Motion Analysis
CAPTECH '98 Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments
Learning the Statistics of People in Images and Video
International Journal of Computer Vision - Special Issue on Computational Vision at Brown University
Markerless motion capture of complex full-body movement for character animation
Proceedings of the Eurographic workshop on Computer animation and simulation
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
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
Stylizing motion with drawings
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
Automatic acquisition and initialization of articulated models
Machine Vision and Applications - Special issue: Human modeling, analysis, and synthesis
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
A convex penalty method for optical human motion tracking
IWVS '03 First ACM SIGMM international workshop on Video surveillance
Articulated joint estimation from motion using two monocular images
Pattern Recognition Letters
Pictorial Structures for Object Recognition
International Journal of Computer Vision
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
Assessing Temporal Coherence for Posture Classification with Large Occlusions
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
International Journal of Computer Vision
Analyzing and Capturing Articulated Hand Motion in Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recovering Articulated Pose: A Comparison of Two Pre and Postimposed Constraint Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Motion Analysis of Articulated Objects from Monocular Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Simultaneous tracking of multiple body parts of interacting persons
Computer Vision and Image Understanding
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
A Bayesian Framework for Extracting Human Gait Using Strong Prior Knowledge
IEEE Transactions on Pattern Analysis and Machine Intelligence
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Video-guided motion synthesis using example motions
ACM Transactions on Graphics (TOG)
Recognition of Human Motion From Qualitative Normalised Templates
Journal of Intelligent and Robotic Systems
Tracking of deformable human hand in real time as continuous input for gesture-based interaction
Proceedings of the 12th international conference on Intelligent user interfaces
Applying 3D human model in a posture recognition system
Pattern Recognition Letters
Applying 3D human model in a posture recognition system
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
Human Pose Estimation Using Partial Configurations and Probabilistic Regions
International Journal of Computer Vision
3D human model and joint parameter estimation from monocular image
Pattern Recognition Letters
Integration of Vision and Inertial Sensors for 3D Arm Motion Tracking in Home-based Rehabilitation
International Journal of Robotics Research
Vision-based human motion analysis: An overview
Computer Vision and Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
A decentralized probabilistic approach to articulated body tracking
Computer Vision and Image Understanding
Polypostors: 2D polygonal impostors for 3D crowds
Proceedings of the 2008 symposium on Interactive 3D graphics and games
Adapting robot kinematics for human-arm motion recognition
International Journal of Knowledge-based and Intelligent Engineering Systems - Extended papers selected from KES-2006
Context Information for Human Behavior Analysis and Prediction
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
2D Articulated Body Tracking with Self-occultations Handling
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Fast nonparametric belief propagation for real-time stereo articulated body tracking
Computer Vision and Image Understanding
A New Hierarchical Particle Filter Based Tracking System for Soccer Game Analysis
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
International Journal of Computer Vision
Video synchronization from human motion using rank constraints
Computer Vision and Image Understanding
Simultaneous tracking of multiple body parts of interacting persons
Computer Vision and Image Understanding
Fuzzy qualitative human motion analysis
IEEE Transactions on Fuzzy Systems
Multicamera tracking of articulated human motion using shape and motion cues
IEEE Transactions on Image Processing
Representing cyclic human motion using functional analysis
Image and Vision Computing
3D Human Motion Tracking with a Coordinated Mixture of Factor Analyzers
International Journal of Computer Vision
International Journal of Computer Vision
Learning to recognize video-based spatiotemporal events
IEEE Transactions on Intelligent Transportation Systems
Human motion tracking by combining view-based and model-based methods for monocular video sequences
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartIII
Boosted multiple deformable trees for parsing human poses
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Efficient upper body pose estimation from a single image or a sequence
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Human motion recognition using Isomap and dynamic time warping
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Learning local models for 2D human motion tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Visual affect recognition
A 2D human body model dressed in eigen clothing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Representation and matching of articulated shapes
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
A shape-based voting algorithm for pedestrian detection and tracking
Pattern Recognition
Multiple frame motion inference using belief propagation
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Hybrid silhouette extraction method for detecting and tracking the human motion
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Human arm-motion classification using qualitative normalised templates
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Predicting 3d people from 2d pictures
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Recover human pose from monocular image under weak perspective projection
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Singularity detection and consistent 3d arm tracking using monocular videos
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation
International Journal of Computer Vision
A Self-Training Approach for Visual Tracking and Recognition of Complex Human Activity Patterns
International Journal of Computer Vision
Discriminative hierarchical part-based models for human parsing and action recognition
The Journal of Machine Learning Research
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We extend the work of Black and Yacoob on the tracking and recognition of human facial expressions using parameterized models of optical flow to deal with the articulated motion of human limbs. We define a "cardboard person model" in which a person's limbs are represented by a set of connected planar patches. The parameterized image motion of these patches is constrained to enforce articulated motion and is solved for directly using a robust estimation technique. The recovered motion parameters provide a rich and concise description of the activity that can be used for recognition. We propose a method for performing view-based recognition of human activities from the optical flow parameters that extends previous methods to cope with the cyclical nature of human motion. We illustrate the method with examples of tracking human legs over long image sequences.