Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tracking Across Multiple Cameras With Disjoint Views
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Appearance Modeling for Tracking in Multiple Non-Overlapping Cameras
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Learning to Locate Informative Features for Visual Identification
International Journal of Computer Vision
Performance evaluation of local colour invariants
Computer Vision and Image Understanding
Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Learning Discriminative Appearance-Based Models Using Partial Least Squares
SIBGRAPI '09 Proceedings of the 2009 XXII Brazilian Symposium on Computer Graphics and Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evaluating Color Descriptors for Object and Scene Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boosting Clusters of Samples for Sequence Matching in Camera Networks
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
View-Independent Action Recognition from Temporal Self-Similarities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multivalued default logic for identity maintenance in visual surveillance
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Coloring local feature extraction
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Part-based spatio-temporal model for multi-person re-identification
Pattern Recognition Letters
Identity inference: generalizing person re-identification scenarios
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Editor's Choice Article: A survey of approaches and trends in person re-identification
Image and Vision Computing
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In this paper, we present a new solution to the problem of person re-identification. Person re-identification means to match observations of the same person across different time and possibly different cameras. The appearance based person re-identification must deal with several challenges such as variations of illumination conditions, poses and occlusions. Our proposed method inspires from the spirit of selfsimilarity. Self-similarity is an attractive property in visual recognition. Instead of comparing image descriptors between two images directly, the self-similarity measures how similar they are to a neighborhood of themselves. The self-similarities of image patterns within the image are modeled in two different ways in the proposed Global Color Context (GCC) method. The spatial distributions of self-similarities w.r.t. color words are combined to characterize the appearance of pedestrians. Promising results are obtained in the public ETHZ database compared with state-of-art performances.