Generalization of the Lambertian model and implications for machine vision
International Journal of Computer Vision
Tracking Human Motion in Structured Environments Using a Distributed-Camera System
IEEE Transactions on Pattern Analysis and Machine Intelligence
Monitoring Activities from Multiple Video Streams: Establishing a Common Coordinate Frame
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robot Vision
M2Tracker: A Multi-View Approach to Segmenting and Tracking People in a Cluttered Scene
International Journal of Computer Vision
Introduction to the Special Section on Video Surveillance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tracking and Object Classification for Automated Surveillance
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple perspective interactive video
ICMCS '95 Proceedings of the International Conference on Multimedia Computing and Systems
Multiple Camera Fusion for Multi-Object Tracking
WOMOT '01 Proceedings of the IEEE Workshop on Multi-Object Tracking (WOMOT'01)
Tracking Multiple People with a Multi-Camera System
WOMOT '01 Proceedings of the IEEE Workshop on Multi-Object Tracking (WOMOT'01)
Nonparametric estimation of distributions with categorical and continuous data
Journal of Multivariate Analysis
A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Determining the Camera Response from Images: What Is Knowable?
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling the Space of Camera Response Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Object identification in a Bayesian context
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Bridging the gaps between cameras
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Continuous tracking within and across camera streams
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Consistent labeling of tracked objects in multiple cameras with overlapping fields of view
IEEE Transactions on Pattern Analysis and Machine Intelligence
Blind inverse gamma correction
IEEE Transactions on Image Processing
Analysis of appearance features for human matching between different fields of view
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Auto-surveillance for object to bring in/out using multiple camera
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Appearance feature based human correspondence under non-overlapping views
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Multiple and variable target visual tracking for video-surveillance applications
Pattern Recognition Letters
Adaptive color transformation for person re-identification in camera networks
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
People detection using color and depth images
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Person re-identification using appearance classification
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
SARC3D: a new 3D body model for people tracking and re-identification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
3DPeS: 3D people dataset for surveillance and forensics
J-HGBU '11 Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding
Multiple-shot person re-identification by chromatic and epitomic analyses
Pattern Recognition Letters
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
Attribute-restricted latent topic model for person re-identification
Pattern Recognition
Person re-identification in crowd
Pattern Recognition Letters
Pattern Recognition Letters
Investigation on tracking system for real time video surveillance applications
Proceedings of the CUBE International Information Technology Conference
Multi-camera tracking using a Multi-Goal Social Force Model
Neurocomputing
Re-identification with RGB-D sensors
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Statistical inference of motion in the invisible
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Symmetry-driven accumulation of local features for human characterization and re-identification
Computer Vision and Image Understanding
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
A survey of appearance models in visual object tracking
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Domain transfer for person re-identification
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
Distributed data association in smart camera networks using belief propagation
ACM Transactions on Sensor Networks (TOSN)
People reidentification in surveillance and forensics: A survey
ACM Computing Surveys (CSUR)
Editor's Choice Article: A survey of approaches and trends in person re-identification
Image and Vision Computing
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Tracking across cameras with non-overlapping views is a challenging problem. Firstly, the observations of an object are often widely separated in time and space when viewed from non-overlapping cameras. Secondly, the appearance of an object in one camera view might be very different from its appearance in another camera view due to the differences in illumination, pose and camera properties. To deal with the first problem, we observe that people or vehicles tend to follow the same paths in most cases, i.e., roads, walkways, corridors etc. The proposed algorithm uses this conformity in the traversed paths to establish correspondence. The algorithm learns this conformity and hence the inter-camera relationships in the form of multivariate probability density of space-time variables (entry and exit locations, velocities, and transition times) using kernel density estimation. To handle the appearance change of an object as it moves from one camera to another, we show that all brightness transfer functions from a given camera to another camera lie in a low dimensional subspace. This subspace is learned by using probabilistic principal component analysis and used for appearance matching. The proposed approach does not require explicit inter-camera calibration, rather the system learns the camera topology and subspace of inter-camera brightness transfer functions during a training phase. Once the training is complete, correspondences are assigned using the maximum likelihood (ML) estimation framework using both location and appearance cues. Experiments with real world videos are reported which validate the proposed approach.