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Adaptive Training of Video Sets for Image Recognition on Mobile Phones

  • We present an enhancement towards adaptive video training for PhoneGuide, a digital museum guidance system for ordinary camera–equipped mobile phones. It enables museum visitors to identify exhibits by capturing photos of them. In this article, a combined solution of object recognition and pervasive tracking is extended to a client–server–system for improving data acquisition and for supportingWe present an enhancement towards adaptive video training for PhoneGuide, a digital museum guidance system for ordinary camera–equipped mobile phones. It enables museum visitors to identify exhibits by capturing photos of them. In this article, a combined solution of object recognition and pervasive tracking is extended to a client–server–system for improving data acquisition and for supporting scale–invariant object recognition.show moreshow less

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Metadaten
Document Type:Report
Author: Erich Bruns, Prof. Dr. Oliver BimberORCiDGND
DOI (Cite-Link):https://doi.org/10.25643/bauhaus-universitaet.822Cite-Link
URN (Cite-Link):https://nbn-resolving.org/urn:nbn:de:gbv:wim2-20111215-8223Cite-Link
Language:English
Date of Publication (online):2007/07/09
Year of first Publication:2007
Release Date:2007/07/09
Contributing Corporation:Stiftung für Technologie, Innovation und Forschung (STIFT)
Institutes:Fakultät Medien / Juniorprofessur Augmented Reality
Tag:mobile phones; museum guidance; neural networks; object recognition; pervasive tracking; temporal adaptation
GND Keyword:Objektverfolgung; Neuronales Netz; Handy; Objekterkennung; Museum; Anpassung
Dewey Decimal Classification:000 Informatik, Informationswissenschaft, allgemeine Werke / 000 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
BKL-Classification:54 Informatik / 54.72 Künstliche Intelligenz
54 Informatik / 54.74 Maschinelles Sehen
Licence (German):License Logo In Copyright