E. Bruns, Oliver Bimber,
"Mobile Museum Guidance using Relational Multi-Image Classification"
: Proceedings of International Conference on Multimedia and Ubiquitous Engineering (MUE'10), 1-2010
Original Titel:
Mobile Museum Guidance using Relational Multi-Image Classification
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of International Conference on Multimedia and Ubiquitous Engineering (MUE'10)
Original Kurzfassung:
We present a multi-image classification technique for mobile phones that is supported by relational reasoning. Users capture a sequence of images employing a simple near-far camera movement. After classifying distinct keyframes using a nearest-neighbor approach the corresponding database images are only considered for a majority voting if they exhibit similar near-far inter-image relations to the captured keyframes. In the context of PhoneGuide, our adaptive mobile museum guidance system, a user study revealed that our multi-image classification technique leads to significantly higher classification rates than single image classification. Furthermore, when using near-far image relations, less keyframes are sufficient for classification. This increases the overall classification speed of our approach by up to 35%.
Sprache der Kurzfassung:
Englisch
Erscheinungsmonat:
1
Erscheinungsjahr:
2010
Anzahl der Seiten:
8
Notiz zur Publikation:
Bruns, E. and Bimber, O., Mobile Museum Guidance using Relational Multi-Image Classification, In proceedings of International Conference on Multimedia and Ubiquitous Engineering (MUE), 2010
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