Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning
This paper presents a new Gaussian Processes (GPs)-based particle filter tracking framework. The framework non-trivially extends Gaussian process regression (GPR) to transfer learning, and, following the tracking-by-fusion strategy, integrates closely two tracking components, namely a GPs component...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 4 vom: 24. Apr., Seite 939-955
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| Auteur principal: |
Gao, Jin
(Auteur) |
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| Autres auteurs: |
Wang, Qiang,
Xing, Junliang,
Ling, Haibin,
Hu, Weiming,
Maybank, Stephen |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2020
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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