Automatic Recognition of Human Walking in Monocular Image Sequences
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Three-Dimensional Human Body Model Acquisition from Multiple Views
International Journal of Computer Vision
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Animation from observation: Motion capture and motion editing
ACM SIGGRAPH Computer Graphics
Object Tracking Using Deformable Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Real-Time Tracking of Moving Persons by Exploiting Spatio-Temporal Image Slices
IEEE Transactions on Pattern Analysis and Machine Intelligence
Model-Based Estimation of 3D Human Motion
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
Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation
IEEE MultiMedia
Human Body Model Acquisition and Tracking Using Voxel Data
International Journal of Computer Vision
Stochastic Tracking of 3D Human Figures Using 2D Image Motion
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models
HSCC '00 Proceedings of the Third International Workshop on Hybrid Systems: Computation and Control
3D Part Recognition Method for Human Motion Analysis
CAPTECH '98 Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments
Human Body Model Acquisition and Motion Capture Using Voxel Data
AMDO '02 Proceedings of the Second International Workshop on Articulated Motion and Deformable Objects
Robust tracking of human body parts for collaborative human computer interaction
Computer Vision and Image Understanding
Real-Time Tracking for Enhanced Tennis Broadcasts
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
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
Computer Modeling, Analysis and Synthesis of Dressed Humans
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Articulated Soft Objects for Multiview Shape and Motion Capture
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the improvement of anthropometry and pose estimation from a single uncalibrated image
Machine Vision and Applications - Special issue: Human modeling, analysis, and synthesis
Twist Based Acquisition and Tracking of Animal and Human Kinematics
International Journal of Computer Vision
Parametric tracking of legs by exploiting intelligent edge
Journal of Computer Science and Technology - Special issue on computer graphics and computer-aided design
Real-time cloth simulation for garment CAD
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
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)
Markerless tracking of complex human motions from multiple views
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Human Pose Estimation Using Partial Configurations and Probabilistic Regions
International Journal of Computer Vision
Nonlinear manifold learning for dynamic shape and dynamic appearance
Computer Vision and Image Understanding
Smart particle filtering for high-dimensional tracking
Computer Vision and Image Understanding
BM3E: Discriminative Density Propagation for Visual Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
View-Invariant Pose Recognition Using Multilinear Analysis and the Universum
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Recognizing body poses using multilinear analysis and semi-supervised learning
Pattern Recognition Letters
International Journal of Computer Vision
Coupled Visual and Kinematic Manifold Models for Tracking
International Journal of Computer Vision
Optimization and Filtering for Human Motion Capture
International Journal of Computer Vision
Visual affect 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
Parametric tracking of human contour by exploiting intelligent edge
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation
International Journal of Computer Vision
Motion capture and human pose reconstruction from a single-view video sequence
Digital Signal Processing
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Dept. of Comput. & Inf. Sci., Pennsylvania Univ., Philadelphia, PA, USA Abstract: We present a new method for the 3D model-based tracking of human body parts. To mitigate the difficulties arising due to occlusion among body parts, we employ multiple calibrated cameras in a mutually orthogonal configuration. In addition, we develop criteria for a time varying active selection of a set of cameras to track the motion of a particular human part. In particular, at every frame, each camera tracks a number of parts depending on the visibility of these parts and the observability of their predicted motion from the specific camera. To relate points on the occluding contours of the parts to points on their models we apply concepts from projective geometry. Then, within the physics-based framework we compute the generalized forces applied from the parts' occluding contours to model points of the body parts. These forces update the translational and rotational degrees of freedom of the model, such as to minimize the discrepancy between the sensory data and the estimated model state. We present initial tracking results from a series of experiments involving the recovery of complex 3D motions in the presence of significant occlusion.