IMPACT: an interactive natural-motion-picture dedicated multimedia authoring system
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Fast training of support vector machines using sequential minimal optimization
Advances in kernel methods
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Time-Constrained Keyframe Selection Technique
Multimedia Tools and Applications
Comprehensive Colour Image Normalization
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Laplacian Eigenmaps for dimensionality reduction and data representation
Neural Computation
Content-Based Representative Frame Extraction for Digital Video
ICMCS '98 Proceedings of the IEEE International Conference on Multimedia Computing and Systems
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
Comparison of target detection algorithms using adaptive background models
ICCCN '05 Proceedings of the 14th International Conference on Computer Communications and Networks
Human appearance modeling for matching across video sequences
Machine Vision and Applications
A tutorial on spectral clustering
Statistics and Computing
Robust color histogram descriptors for video segment retrieval and identification
IEEE Transactions on Image Processing
People reacquisition across multiple cameras with disjoint views
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
People re-identification by graph kernels methods
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
A graph-kernel method for re-identification
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Orthophotoplan segmentation and colorimetric invariants for roof detection
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Learning implicit transfer for person re-identification
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
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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The problem described in this paper consists in re-identifying moving people in different sites which are completely covered with non-overlapping cameras. Our proposed framework relies on the spectral classification of the appearance-based signatures extracted from the detected person in each sequence. We first propose a new feature called ''color-position'' histogram combined with several illumination invariant methods in order to characterize the silhouettes in static images. Then, we develop an algorithm based on spectral analysis and support vector machines (SVM) for the re-identification of people. The performance of our system is evaluated on real datasets collected on INRETS premises. The experimental results show that our approach provides promising results for security applications.