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  1. University of Computer Studies, Yangon
  2. Conferences

3D Models Retrieval based on Shape-Similarity

http://hdl.handle.net/20.500.12678/0000004463
http://hdl.handle.net/20.500.12678/0000004463
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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
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