Abstract | ||
---|---|---|
With increasing design reuse in modern products, accurate and efficient 3D CAD model retrieval methods are required. To improve retrieval capability, a 3D shape comparison method is often utilized. In this method, the shapes of 3D CAD models in a database are compared with the shape given by a user. Meanwhile, for rapid generation of query models, a freehand sketch-based modeling method is adopted for retrieval systems. This method creates a low-level-of-detail (low-LOD) 3D CAD model with abbreviated exterior shapes. On the other hand, the target 3D CAD model in the database is a high-LOD 3D CAD model including detailed shapes of a product or components of a product. Considering different LODs of query and target models, we propose a new 3D CAD model retrieval method consisting of a 3D CAD model simplification system and a shape distribution-based shape comparison engine that compares multi-resolution models in a database to improve retrieval accuracy using a query model with simple shape. Experiment is conducted on 64 LOD models generated from 8 test cases and 8 query models generated by freehand sketch-based modelling method. Result shows a 200 % improvement on retrieval success rate for lower LOD models (100 %) compared with source models (50 %). Moreover, the proposed method has an advantage on efficiency, due to the simple calculation method and short computation time. |
Year | DOI | Venue |
---|---|---|
2017 | 10.1007/s11042-016-3881-5 | Multimedia Tools Appl. |
Keywords | Field | DocType |
3D CAD model retrieval, Freehand 2D sketch, Different LODs, Model simplification, Shape distribution-based comparison | CAD,Computer vision,Pattern recognition,Reuse,Computer science,Test case,Artificial intelligence,Computation,Sketch | Journal |
Volume | Issue | ISSN |
76 | 14 | 1573-7721 |
Citations | PageRank | References |
1 | 0.35 | 18 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hyungki Kim | 1 | 9 | 2.92 |
Moohyun Cha | 2 | 29 | 8.38 |
Duhwan Mun | 3 | 129 | 14.96 |