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https://olympias.lib.uoi.gr/jspui/handle/123456789/10808Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Loutas, E. | en |
| dc.contributor.author | Pitas, I. | en |
| dc.contributor.author | Nikou, C. | en |
| dc.date.accessioned | 2015-11-24T17:00:45Z | - |
| dc.date.available | 2015-11-24T17:00:45Z | - |
| dc.identifier.issn | 1350-245X | - |
| dc.identifier.uri | https://olympias.lib.uoi.gr/jspui/handle/123456789/10808 | - |
| dc.rights | Default Licence | - |
| dc.subject | mutual information | en |
| dc.subject | performance | en |
| dc.title | Entropy-based metrics for the analysis of partial and total occlusion in video object tracking | en |
| heal.type | journalArticle | - |
| heal.type.en | Journal article | en |
| heal.type.el | Άρθρο Περιοδικού | el |
| heal.identifier.primary | DOI 10.1049/ip-vis:20040738 | - |
| heal.language | en | - |
| heal.access | campus | - |
| heal.recordProvider | Πανεπιστήμιο Ιωαννίνων. Σχολή Θετικών Επιστημών. Τμήμα Μηχανικών Ηλεκτρονικών Υπολογιστών και Πληροφορικής | el |
| heal.publicationDate | 2004 | - |
| heal.abstract | Metrics measuring tracking reliability under occlusion that are based on mutual information and do not resort to ground truth data are proposed. Metrics for both the initialisation of the region to be tracked as well as for measuring the performance of the tracking algorithm are presented. The metrics variations may be interpreted as a quantitative estimate of changes in the tracking region due to occlusion, sudden movement or deformation of the tracked object. Performance metrics based on the Kullback-Leibler distance and normalised correlation were also added for comparison purposes. The proposed approach was tested on an object tracking scheme using multiple feature point correspondences. Experimental results have shown that mutual information can effectively characterise object appearance and reappearance in many computer vision applications. | en |
| heal.journalName | Iee Proceedings-Vision Image and Signal Processing | en |
| heal.journalType | peer reviewed | - |
| heal.fullTextAvailability | TRUE | - |
| Appears in Collections: | Άρθρα σε επιστημονικά περιοδικά ( Ανοικτά) | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| nikou-2004-Entropy-based metrics for the analysis of partial and total occlusion in video object tracking.pdf | 313.26 kB | Adobe PDF | View/Open Request a copy |
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