A Noniterative Greedy Algorithm for Multiframe Point Correspondence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unified Target Detection and Tracking Using Motion Coherence
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Bayesian Pixel Classification for Human Tracking
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Learning to Track Objects Through Unobserved Regions
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Persistent Objects Tracking Across Multiple Non Overlapping Cameras
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
ACM Computing Surveys (CSUR)
Matching actions in presence of camera motion
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Automated Visual Surveillance in Realistic Scenarios
IEEE MultiMedia
Design and assessment of an intelligent activity monitoring platform
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Non-overlapping Distributed Tracking System Utilizing Particle Filter
Journal of VLSI Signal Processing Systems
Incremental, scalable tracking of objects inter camera
Computer Vision and Image Understanding
HECOL: Homography and epipolar-based consistent labeling for outdoor park surveillance
Computer Vision and Image Understanding
Toward a sentient environment: real-time wide area multiple human tracking with identities
Machine Vision and Applications
Multi-view Moving Human Detection and Correspondence Based on Object Occupancy Random Field
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks
GeoSensor Networks
Self-calibration of a vision-based sensor network
Image and Vision Computing
Performance analysis for gait in camera networks
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Pattern Recognition Letters
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
A Unified Hierarchical Appearance Model for People Re-identification Using Multi-view Vision Sensors
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Identifying people in camera networks using wearable accelerometers
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Probabilistic self-localization for sensor networks
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Video Sequences Association for People Re-identification across Multiple Non-overlapping Cameras
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Object Matching in Distributed Video Surveillance Systems by LDA-Based Appearance Descriptors
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Camera handoff and placement for automated tracking systems with multiple omnidirectional cameras
Computer Vision and Image Understanding
Continuous learning of a multilayered network topology in a video camera network
Journal on Image and Video Processing - Special issue on video-based modeling, analysis, and recognition of human motion
Camera handoff with adaptive resource management for multi-camera multi-object tracking
Image and Vision Computing
Multi-feature graph-based object tracking
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Finding camera overlap in large surveillance networks
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Continuously tracking objects across multiple widely separated cameras
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
People re-identification by spectral classification of silhouettes
Signal Processing
A hierarchical image kernel with application to pedestrian identification for video surveillance
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Fast forensic video event retrieval using geospatial computing
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application
Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
International Journal of Computer Vision
Performance analysis for automated gait extraction and recognition in multi-camera surveillance
Multimedia Tools and Applications
Distributed tracking in a large-scale network of smart cameras
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Traffic modeling and prediction using camera sensor networks
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Path recovery of a disappearing target in a large network of cameras
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
A learning approach to interactive browsing of surveillance content
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
People reacquisition across multiple cameras with disjoint views
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Inter-camera association of multi-target tracks by on-line learned appearance affinity models
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Bridging the gaps between cameras
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Fast image motion segmentation for surveillance applications
Image and Vision Computing
Re-identification of visual targets in camera networks: a comparison of techniques
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Person re-identification based on global color context
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Track matching by major color histograms matching and post-matching integration
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Event prediction in a hybrid camera network
ACM Transactions on Sensor Networks (TOSN)
A stochastic approach to tracking objects across multiple cameras
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Sensor management: a new paradigm for automatic video surveillance
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Multiple objects tracking across multiple non-overlapped views
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Boosted human re-identification using Riemannian manifolds
Image and Vision Computing
Traffic modeling and prediction using sensor networks: Who will go where and when?
ACM Transactions on Sensor Networks (TOSN)
Communications challenges in the Celtic-BOSS project
NEW2AN'07 Proceedings of the 7th international conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
Multi-camera tracking using a Multi-Goal Social Force Model
Neurocomputing
A low-bandwidth camera sensor platform with applications in smart camera networks
ACM Transactions on Sensor Networks (TOSN)
Modeling Coverage in Camera Networks: A Survey
International Journal of Computer Vision
A framework for inter-camera association of multi-target trajectories by invariant target models
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Vehicle matching in smart camera networks using image projection profiles at multiple instances
Image and Vision Computing
Key observation selection-based effective video synopsis for camera network
Machine Vision and Applications
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Conventional tracking approaches assume proximity inspace, time and appearance of objects in successive observations.However, observations of objects are often widelyseparated in time and space when viewed from multiplenon-overlapping cameras. To address this problem, wepresent a novel approach for establishing object correspondenceacross non-overlapping cameras. Our multi-cameratracking algorithm exploits the redundance in paths thatpeople and cars tend to follow, e.g. roads, walk-ways orcorridors, by using motion trends and appearance of objects,to establish correspondence. Our system does notrequire any inter-camera calibration, instead the systemlearns the camera topology and path probabilities of objectsusing Parzen windows, during a training phase. Oncethe training is complete, correspondences are assigned usingthe maximum a posteriori (MAP) estimation framework.The learned parameters are updated with changing trajectorypatterns. Experiments with real world videos are reported,which validate the proposed approach.