Partial matching of 3D cultural heritage objects using panoramic views

被引:11
|
作者
Sfikas, Konstantinos [1 ]
Pratikakis, Ioannis [2 ]
Koutsoudis, Anestis [1 ]
Savelonas, Michalis [1 ]
Theoharis, Theoharis [3 ,4 ]
机构
[1] ATHENA Res & Innovat Ctr, Xanthi, Greece
[2] Democritus Univ Thrace, Dept Elect, Comp Engn, GR-67100 Xanthi, Greece
[3] NTNU, IDI, Trondheim, Norway
[4] Univ Athens, Dept Informat & Telecommun, Athens, Greece
关键词
3D object retrieval; Partial matching; 3D pottery dataset; Cultural heritage; RETRIEVAL; CLASSIFICATION;
D O I
10.1007/s11042-014-2069-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a method for partial matching and retrieval of 3D objects based on range image queries. The proposed methodology addresses the retrieval of complete 3D objects using range image queries that represent partial views. The core methodology relies upon Bag-of-Visual-Words modelling and enhanced Dense SIFT descriptor computed on panoramic views and range image queries. Performance evaluation builds upon standard measures and a challenging 3D pottery dataset originating from the Hampson Archaeological Museum collection.
引用
收藏
页码:3693 / 3707
页数:15
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