Saiful Akbar, Ary Setijadi Prihatmanto, Roland Wagner, Josef Küng,
"Multi-Feature Integration with Relevance Feedback on 3D Model Similarity Retrieval"
, in Gabriele Kotsis, David Taniar, Eric Pardede, Ismail Khalil Ibrahim: Proceedings iiWAS 2006, 8th International Conference on Information Integration and Web-based Application & Services, Serie books@ocg.at, Vol. 214, OCG, Seite(n) 77-86, 12-2006, ISBN: 3-85403-214-5, Saiful Akbar, Josef Küng, Roland Wagner, Ary Prihatmanto: Multi-Feature Integration with Relevance Feedback on 3D Model Similarity Retrieval, Proceedings iiWAS 2006, 8th International Conference on Information Integration and Web-based Application & Services, December 4-6, 2006, Yogyakarta, Indonesia, [ISBN 3-85403-214-5]
Original Titel:
Multi-Feature Integration with Relevance Feedback on 3D Model Similarity Retrieval
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings iiWAS 2006, 8th International Conference on Information Integration and Web-based Application & Services
Original Kurzfassung:
In this paper, we combine the use of Reduced Feature Vector Integration (RFI) and Distance
Integration (DI) with Relevance Feedback (RF) on 3D model similarity retrieval. The RFI
outperforms the individual FVs and gives high probability of providing relevant objects, other than
the query itself, on the limited-size display window. Therefore, user may select the relevant object(s)
just after the initial query. The DI enhances the precision by estimating the weighting factor from
the variance of the distance and the rank of relevant objects, and pushing the relevant objects to the
top and the irrelevant objects to the bottom. By utilizing both approaches, the small number of RF
iterations significantly improves the retrieval precision.
Sprache der Kurzfassung:
Englisch
Veröffentlicher:
OCG
Serie:
books@ocg.at
Volume:
214
Seitenreferenz:
77-86
Erscheinungsmonat:
12
Erscheinungsjahr:
2006
Notiz zum Zitat:
Saiful Akbar, Josef Küng, Roland Wagner, Ary Prihatmanto: Multi-Feature Integration with Relevance Feedback on 3D Model Similarity Retrieval, Proceedings iiWAS 2006, 8th International Conference on Information Integration and Web-based Application & Services, December 4-6, 2006, Yogyakarta, Indonesia, [ISBN 3-85403-214-5]
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