Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Sampling Algorithm for Tracking Multiple Objects
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Parsing: Unifying Segmentation, Detection, and Recognition
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Kinematic jump processes for monocular 3D human tracking
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Dynamic Human Pose Estimation using Markov Chain Monte Carlo Approach
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
MCMC-Based Particle Filtering for Tracking a Variable Number of Interacting Targets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Real-time people localization and tracking through fixed stereo vision
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Parsing Images into Regions, Curves, and Curve Groups
International Journal of Computer Vision
Camera Calibration from Video of a Walking Human
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tracking the multi person wandering visual focus of attention
Proceedings of the 8th international conference on Multimodal interfaces
Spatio-Temporal Context for Robust Multitarget Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Real-time people localization and tracking through fixed stereo vision
Applied Intelligence
Group behavior from video: a data-driven approach to crowd simulation
SCA '07 Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation
International Journal of Computer Vision
EURASIP Journal on Applied Signal Processing
A General Method for Sensor Planning in Multi-Sensor Systems: Extension to Random Occlusion
International Journal of Computer Vision
Machine Vision and Applications
Toward a sentient environment: real-time wide area multiple human tracking with identities
Machine Vision and Applications
Tracking of Abrupt Motion Using Wang-Landau Monte Carlo Estimation
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Closed-world tracking of multiple interacting targets for indoor-sports applications
Computer Vision and Image Understanding
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Occlusion reasoning for tracking multiple people
IEEE Transactions on Circuits and Systems for Video Technology
Event analysis based on multiple interactive motion trajectories
IEEE Transactions on Circuits and Systems for Video Technology
People detection and tracking algorithm in soccer application
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
IEEE Transactions on Multimedia - Special issue on integration of context and content
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
RVM-based human action classification in crowd through projection and star skeletonization
Journal on Image and Video Processing - Special issue on video-based modeling, analysis, and recognition of human motion
Appearance based multiple agent tracking under complex occlusions
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Multiple people gesture recognition for human-robot interaction
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Real-time vision based gesture recognition for human-robot interaction
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Simultaneous appearance modeling and segmentation for matching people under occlusion
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Counting Objects with a Combination of Horizontal and Overhead Sensors
International Journal of Robotics Research
Dual gait generative models for human motion estimation from a single camera
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Multiple-object tracking in cluttered and crowded public spaces
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Background subtraction for automated multisensor surveillance: a comprehensive review
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
International Journal of Computational Vision and Robotics
Separating occluded humans by bayesian pixel classifier with re-weighted posterior probability
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Visual crowd surveillance through a hydrodynamics lens
Communications of the ACM
Loveparade 2010: Automatic video analysis of a crowd disaster
Computer Vision and Image Understanding
Background updating for visual surveillance
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Tracking targets via particle based belief propagation
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Probability evolutionary algorithm based human body tracking
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Two-handed gesture recognition and fusion with speech to command a robot
Autonomous Robots
Tracking of individuals in very long video sequences
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Human pose tracking using multi-level structured models
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Combining edge and color features for tracking partially occluded humans
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Hierarchical model for joint detection and tracking of multi-target
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Crowd flow characterization with optimal control theory
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Expert Systems with Applications: An International Journal
Explaining Activities as Consistent Groups of Events
International Journal of Computer Vision
Visual tracking of numerous targets via multi-Bernoulli filtering of image data
Pattern Recognition
Multiple human tracking in high-density crowds
Image and Vision Computing
Real-time monocular people tracking by sequential Monte-Carlo filtering
Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications
Multimedia Tools and Applications
Tracking-by-detection of multiple persons by a resample-move particle filter
Machine Vision and Applications
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Tracking of humans in dynamic scenes has been an important topic of research. Most techniques, however, are limited to situations where humans appear isolated and occlusion is small. Typical methods rely on appearance models that must be acquired when the humans enter the scene and are not occluded. We present a method that can track humans in crowded environments, with significant and persistent occlusion by making use of human shape models in addition to camera models, the assumption that humanswalk on a plane and acquired appearance models. Experimental results and a quantitative evaluation are included.