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3D Models Retrieval based on Shape-Similarity
http://hdl.handle.net/20.500.12678/0000004463
http://hdl.handle.net/20.500.12678/0000004463145f2a46-4e2c-44e7-9378-8c5872d414c6
46e40217-2a1a-4ecf-88dd-a05d4d6ee4da
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Title | ||||||
Title | 3D Models Retrieval based on Shape-Similarity | |||||
Language | en_US | |||||
Publication date | 2012-02-28 | |||||
Authors | ||||||
Than, Yu Yu | ||||||
Description | ||||||
Richer types of multimedia such asaudio, video and 3D objects are becoming moreand more common place. However, currentretrieval techniques in these areas are not assophisticated as textual and 2D imagetechniques and in many cases rely upon textualsearching through associated keywords. Thework presented in this paper aims to retrievesimilar 3D shapes from the large number of 3Dobject datasets. Firstly three virtual views, topview, side view and front view, of an object areextracted from 3D objects to perform dimensionreduction of 3D model into 2D model. Secondly,we extract the features of the shape bycalculating the ratios of virtual views of anobject using Euclidean distance. For searchingshape similarity, k-nearest neighbor algorithmis applied. To demonstrate the efficiency ofproposed system regarding the computationalaspects and retrieval performance, we testedthe proposed system on NTU 3D modeldatabase. | ||||||
Keywords | ||||||
3D Model Retrieval, Shape Similarity, Content-based 3D Models Retrieval, K-nearest neighbor | ||||||
Identifier | http://onlineresource.ucsy.edu.mm/handle/123456789/2393 | |||||
Journal articles | ||||||
Tenth International Conference On Computer Applications (ICCA 2012) | ||||||
Conference papers | ||||||
Books/reports/chapters | ||||||
Thesis/dissertations |