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A Curve-Skeleton Extraction Algorithm based on Vector Fields for 3D Model Retrieval
Sun Ting,Zhou Wen-Gang,Geng Guo-Huo 보안공학연구지원센터 2015 International Journal of Hybrid Information Techno Vol.8 No.9
Feature extraction is a key issue for 3d model retrieval. A novel architecture to extract the curve-skeleton of 3d model is introduced. The algorithm firstly calculates the 3D vector fields of models represented by discrete unit, and then extracts the hierarchical curve-skeleton based on topological features of the critical curve and critical points of the vector fields. The similarity among 3D curve-skeletons is measured by using an improved Earth Mover's Distance (EMD) algorithm. The curve-skeleton extracted with this novel algorithm can be used to categorize models and implement global matching and partial matching.