State-of-the-art on spatio-temporal information-based video retrieval
Pattern Recognition
3D Tracking Using Multi-view Based Particle Filters
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Object detection and matching in a mixed network of fixed and mobile cameras
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Multi-view Video Analysis of Humans and Vehicles in an Unconstrained Environment
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Nineteen Urgent Research Topics in Biometrics and Identity Management
Biometrics and Identity Management
Multi-camera people tracking using evidential filters
International Journal of Approximate Reasoning
Multi-view Object Localization in H.264/AVC Compressed Domain
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Real-time trajectory estimation in mobile ad hoc networks
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
A sparsity constrained inverse problem to locate people in a network of cameras
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Multi-sensor human tracking with the Bayesian occupancy filter
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Silhouette representation and matching for 3D pose discrimination - A comparative study
Image and Vision Computing
Tracking in a Dense Crowd Using Multiple Cameras
International Journal of Computer Vision
Shape from silhouette using Dempster-Shafer theory
Pattern Recognition
Adaptive online camera coordination for multi-camera multi-target surveillance
Computer Vision and Image Understanding
Camera handoff with adaptive resource management for multi-camera multi-object tracking
Image and Vision Computing
Particle filtering with multiple and heterogeneous cameras
Pattern Recognition
Tracking of vehicle trajectory by combining a camera and a laser rangefinder
Machine Vision and Applications
Multi-camera people tracking by collaborative particle filters and principal axis-based integration
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Multi person tracking within crowded scenes
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
A review of vision-based systems for soccer video analysis
Pattern Recognition
Cascade of descriptors to detect and track objects across any network of cameras
Computer Vision and Image Understanding
Tracking people in video sequences using multiple models
Multimedia Tools and Applications
Distributed target tracking using self localizing smart camera networks
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
3D target tracking in distributed smart camera networks with in-network aggregation
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Multiple camera people detection and tracking using support integration
Pattern Recognition Letters
Multi-view Occlusion Reasoning for Probabilistic Silhouette-Based Dynamic Scene Reconstruction
International Journal of Computer Vision
Globally optimal multi-target tracking on a hexagonal lattice
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Vehicle trajectory estimation using spatio-temporal MCMC
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Introducing fuzzy spatial constraints in a ranked partitioned sampling for multi-object tracking
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
A platform for monitoring aspects of human presence in real-time
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
3D human pose recovery from image by efficient visual feature selection
Computer Vision and Image Understanding
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Multi-camera relay tracker utilizing color-based particle filtering
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Sparsity Driven People Localization with a Heterogeneous Network of Cameras
Journal of Mathematical Imaging and Vision
Multi-person localization and track assignment in overlapping camera views
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Multi-camera people localization and height estimation using multiple birth-and-death dynamics
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
A Reliable People Counting System via Multiple Cameras
ACM Transactions on Intelligent Systems and Technology (TIST)
An Approach for 2D Visual Occupancy Grid Map Using Monocular Vision
Electronic Notes in Theoretical Computer Science (ENTCS)
Multi-robot multiple hypothesis tracking for pedestrian tracking
Autonomous Robots
Multi-view 3D Human Pose Estimation in Complex Environment
International Journal of Computer Vision
Long term real trajectory reuse through region goal satisfaction
MIG'11 Proceedings of the 4th international conference on Motion in Games
Shape from pairwise silhouettes for plan-view map generation
Image and Vision Computing
Dynamic subset selection for multi-camera tracking
Proceedings of the 50th Annual Southeast Regional Conference
COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
A multi-view annotation tool for people detection evaluation
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications
Novel-View Synthesis of Outdoor Sport Events Using an Adaptive View-Dependent Geometry
Computer Graphics Forum
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking
Computer Vision and Image Understanding
VAST'10 Proceedings of the 11th International conference on Virtual Reality, Archaeology and Cultural Heritage
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
Multiple human tracking in high-density crowds
Image and Vision Computing
Monocular object detection using 3d geometric primitives
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Automatic tracking of a large number of moving targets in 3d
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Multi-person tracking-by-detection based on calibrated multi-camera systems
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
A fast method for tracking people with multiple cameras
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
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
Dynamic objectness for adaptive tracking
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Evaluation of manually created ground truth for multi-view people localization
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications
Collaborative localization in visual sensor networks
ACM Transactions on Sensor Networks (TOSN)
A comparative study on multi-person tracking using overlapping cameras
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Camera selection for tracking in distributed smart camera networks
ACM Transactions on Sensor Networks (TOSN)
Low-complexity scalable distributed multicamera tracking of humans
ACM Transactions on Sensor Networks (TOSN)
Localizing people in multi-view environment using height map reconstruction in real-time
Pattern Recognition Letters
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm
Journal of Mathematical Imaging and Vision
People counting by learning their appearance in a multi-view camera environment
Pattern Recognition Letters
Pattern Recognition Letters
Multi-view traffic sign detection, recognition, and 3D localisation
Machine Vision and Applications
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Given two to four synchronized video streams taken at eye level and from different angles, we show that we can effectively combine a generative model with dynamic programming to accurately follow up to six individuals across thousands of frames in spite of significant occlusions and lighting changes. In addition, we also derive metrically accurate trajectories for each one of them.Our contribution is twofold. First, we demonstrate that our generative model can effectively handle occlusions in each time frame independently, even when the only data available comes from the output of a simple background subtraction algorithm and when the number of individuals is unknown a priori. Second, we show that multi-person tracking can be reliably achieved by processing individual trajectories separately over long sequences, provided that a reasonable heuristic is used to rank these individuals and avoid confusing them with one another.