3D model retrieval using multiple features and manifold ranking

Cheng Ta Hsieh, Jau Ling Shih, Chang Hsing Lee, Chin Chuan Han, Kuo Chin Fan

研究成果: 書貢獻/報告類型會議論文篇章同行評審

3 引文 斯高帕斯(Scopus)

摘要

The demand of 3D object retrieval became urgent according to the widely use of 3D printer. In this paper, a 3D object retrieval method is proposed using multiple features and manifold ranking. Five descriptors are concatenated to be a new feature vector of length 792 for 3D object retrieval. They are angular radial transform-based elevation descriptor(ART-ED), principal plane descriptor(PPD), 3D-angular radial transform(3D-ART), shell grid descriptor(SGD), and Grid Distance 2 (GD2). Next, a manifold ranking method is used to re-rank the retrieved results. In addition, various distance metrics are addressed in the construction of manifold graph. The retrieval results on a benchmark dataset SHREC-W have been reported to show the feasibility of the proposed method.

原文???core.languages.en_GB???
主出版物標題2015 8th International Conference on Ubi-Media Computing, UMEDIA 2015 - Conference Proceeedings
發行者Institute of Electrical and Electronics Engineers Inc.
頁面7-10
頁數4
ISBN(電子)9781467382700
DOIs
出版狀態已出版 - 12 10月 2015
事件8th International Conference on Ubi-Media Computing, UMEDIA 2015 - Colombo, Sri Lanka
持續時間: 24 8月 201526 8月 2015

出版系列

名字2015 8th International Conference on Ubi-Media Computing, UMEDIA 2015 - Conference Proceeedings

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???event.eventtypes.event.conference???8th International Conference on Ubi-Media Computing, UMEDIA 2015
國家/地區Sri Lanka
城市Colombo
期間24/08/1526/08/15

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