Search results for " Re- Identification"

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A Data Association Algorithm for People Re-Identification in Photo Sequences

2010

In this paper, a new system is presented to support the user in the face annotation task. Every time a photo sequence becomes available, the system analyses it to detect and cluster faces in set corresponding to the same person. We propose to model the problem of people re-identification in photos as a data association problem. In this way, the system takes advantage from the assumption that each person can appear at most once in each photo. We propose a fully automated method for grouping facial images, the method does not require any initialization neither a priori knowledge of the number of persons that are in the photo sequence. We compare the results obtained with our method and with s…

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniComputer sciencebusiness.industryFeature extractionInitializationPattern recognitionSensor fusionFacial recognition systemSet (abstract data type)Face (geometry)Photo Album Management Data Association Re- Identification Image databasesA priori and a posterioriArtificial intelligenceCluster analysisbusiness
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