Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Learning Pairwise Dissimilarity Profiles for Appearance Recognition in Visual Surveillance
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
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
People re-identification by spectral classification of silhouettes
Signal Processing
Cascade of descriptors to detect and track objects across any network of cameras
Computer Vision and Image Understanding
Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
International Journal of Computer Vision
People reidentification in a distributed camera network
WebMedia '09 Proceedings of the XV Brazilian Symposium on Multimedia and the Web
People reacquisition across multiple cameras with disjoint views
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Pedestrian recognition with a learned metric
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Person re-identification by descriptive and discriminative classification
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Person re-identification using appearance classification
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Person re-identification in TV series using robust face recognition and user feedback
Multimedia Tools and Applications
A multiple component matching framework for person re-identification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Exploiting dissimilarity representations for person re-identification
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Detecting and identifying people in mobile videos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Multiple-shot person re-identification by chromatic and epitomic analyses
Pattern Recognition Letters
Boosted human re-identification using Riemannian manifolds
Image and Vision Computing
Attribute-restricted latent topic model for person re-identification
Pattern Recognition
Appearance-based people recognition by local dissimilarity representations
Proceedings of the on Multimedia and security
Person re-identification in crowd
Pattern Recognition Letters
Fast person re-identification based on dissimilarity representations
Pattern Recognition Letters
Part-based spatio-temporal model for multi-person re-identification
Pattern Recognition Letters
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
Set based discriminative ranking for recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Learning to match appearances by correlations in a covariance metric space
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Relaxed pairwise learned metric for person re-identification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Learning implicit transfer for person re-identification
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Local descriptors encoded by fisher vectors for person re-identification
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
Human reidentification with transferred metric learning
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Combinational subsequence matching for human identification from general actions
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
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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In many surveillance applications it is desirable to determine if a given individual has been previously observed over a network of cameras. This is the person reidentification problem. This paper focuses on reidentification algorithms that use the overall appearance of an individual as opposed to passive biometrics such as face and gait. Person reidentification approaches have two aspects: (i) establish correspondence between parts, and (ii) generate signatures that are invariant to variations in illumination, pose, and the dynamic appearance of clothing. A novel spatiotemporal segmentation algorithm is employed to generate salient edgels that are robust to changes in appearance of clothing. The invariant signatures are generated by combining normalized color and salient edgel histograms. Two approaches are proposed to generate correspondences: (i) a model based approach that fits an articulated model to each individual to establish a correspondence map, and (ii) an interest point operator approach that nominates a large number of potential correspondences which are evaluated using a region growing scheme. Finally, the approaches are evaluated on a 44 person database across 3 disparate views.