Multimedia surveillance systems
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
An integrated multi-modal sensor network for video surveillance
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
Surveillance camera scheduling: a virtual vision approach
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
Principal Axis-Based Correspondence between Multiple Cameras for People Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed localization of networked cameras
Proceedings of the 5th international conference on Information processing in sensor networks
CHAMBRE: integrating multimedia and virtual tools
Proceedings of the working conference on Advanced visual interfaces
ACM Computing Surveys (CSUR)
Multimedia surveillance: content-based retrieval with multicamera people tracking
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
A system for automatic face obscuration for privacy purposes
Pattern Recognition Letters
A system for automatic face obscuration for privacy purposes
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
EURASIP Journal on Applied Signal Processing
Determining vision graphs for distributed camera networks using feature digests
EURASIP Journal on Applied Signal Processing
DOTS: support for effective video surveillance
Proceedings of the 15th international conference on Multimedia
Non-overlapping Distributed Tracking System Utilizing Particle Filter
Journal of VLSI Signal Processing Systems
A General Method for Sensor Planning in Multi-Sensor Systems: Extension to Random Occlusion
International Journal of Computer Vision
Computer Vision and Image Understanding
Euclidean path modeling for video surveillance
Image and Vision Computing
Understanding human interactions with track and body synergies (TBS) captured from multiple views
Computer Vision and Image Understanding
HECOL: Homography and epipolar-based consistent labeling for outdoor park surveillance
Computer Vision and Image Understanding
Multiview-based cooperative tracking of multiple human objects
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
A simulation framework for camera sensor networks research
Proceedings of the 11th communications and networking simulation symposium
Frame-level temporal calibration of video sequences from unsynchronized cameras
Machine Vision and Applications
Toward a sentient environment: real-time wide area multiple human tracking with identities
Machine Vision and Applications
Object handoff between uncalibrated views without planar ground assumption
Pattern Recognition Letters
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
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
Cross-View Object Tracking by Projective Invariants and Feature Matching
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Multiview trajectory mapping using homography with lens distortion correction
Journal on Image and Video Processing - Regular
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
Cooperative Object Tracking and Event Detection with Wireless Smart Cameras
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Video analytics for multi-camera traffic surveillance
Proceedings of the Second International Workshop on Computational Transportation Science
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Optimal coverage for multiple hovering robots with downward facing cameras
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Camera handoff and placement for automated tracking systems with multiple omnidirectional cameras
Computer Vision and Image Understanding
Content and task-based view selection from multiple video streams
Multimedia Tools and Applications
Can you see me now? sensor positioning for automated and persistent surveillance
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Camera handoff with adaptive resource management for multi-camera multi-object tracking
Image and Vision Computing
Decision level multiple cameras fusion using dezert-smarandache theory
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Geometrical scene analysis using co-motion statistics
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
A single-view based framework for robust estimation of height and position of moving people
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
A multi-resolution particle filter tracking in a multi-camera environment
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Detection of user-defined, semantically high-level, composite events, and retrieval of event queries
Multimedia Tools and Applications
Performance analysis for automated gait extraction and recognition in multi-camera surveillance
Multimedia Tools and Applications
Mutual calibration of camera motes and RFIDs for people localization and identification
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Activity based matching in distributed camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Cooperative object tracking and composite event detection with wireless embedded smart cameras
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
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
A hierarchical estimator for object tracking
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Automatic initialization for 3D soccer player tracking
Pattern Recognition Letters
Detecting anomalies in people's trajectories using spectral graph analysis
Computer Vision and Image Understanding
Generalized multi-sensor planning
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Event detection in underground stations using multiple heterogeneous surveillance cameras
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Particle filter based tracking of moving object from image sequence
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Consistent labeling for multi-camera object tracking
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)
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
Hardware middleware for person tracking on embedded distributed smart cameras
International Journal of Reconfigurable Computing - Special issue on Selected Papers from the International Conference on Reconfigurable Computing and FPGAs (ReConFig'10)
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
An adaptive particle filter tracking method based on homography and common FOV
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Statistical inference of motion in the invisible
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
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
Target modeling for tracking and handoff in a camera network
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Object tracking across non-overlapping cameras using adaptive models
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
People reidentification in surveillance and forensics: A survey
ACM Computing Surveys (CSUR)
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We address the issue of tracking moving objects in an environment covered by multiple uncalibrated cameras with overlapping fields of view, typical of most surveillance setups. In such a scenario, it is essential to establish correspondence between tracks of the same object, seen in different cameras, to recover complete information about the object. We call this the problem of consistent labeling of objects when seen in multiple cameras. We employ a novel approach of finding the limits of field of view (FOV) of each camera as visible in the other cameras. We show that, if the FOV lines are known, it is possible to disambiguate between multiple possibilities for correspondence. We present a method to automatically recover these lines by observing motion in the environment, Furthermore, once these lines are initialized, the homography between the views can also be recovered. We present results on indoor and outdoor sequences containing persons and vehicles.