Colour Model Selection and Adaption in Dynamic Scenes
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Tracking Across Multiple Cameras With Disjoint Views
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Spatiograms versus Histograms for Region-Based Tracking
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Person Reidentification Using Spatiotemporal Appearance
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Human appearance modeling for matching across video sequences
Machine Vision and Applications
A tutorial on spectral clustering
Statistics and Computing
People re-identification by spectral classification of silhouettes
Signal Processing
Detection of loitering individuals in public transportation areas
IEEE Transactions on Intelligent Transportation Systems
People reidentification in surveillance and forensics: A survey
ACM Computing Surveys (CSUR)
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This research consists in developing a system for discontinued tracking moving people across large sites with non-overlapping views. Firstly, in order to characterize the silhouette of an individual, we propose an appearance-based model which includes both colour and spatial feature of extracted silhouette. Once all the appearance information of each passage is extracted, a robust classification procedure is then presented to make the final decision of re-identification. The performance of the system is evaluated on two real datasets collected in difficult conditions. The experimental results show that the proposed system leads to very satisfactory results.