Title :
Hybrid methods for 3D models retrieval based on geometric ratios and statistical information
Author :
Zhang, Xu-tang ; Chen, Xiao-feng ; Jiang, Li-jun
Author_Institution :
Sch. of Mechatron. Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
Two hybrid methods, rank integration and hierarchical methods, are proposed for 3D model retrieval by using features based on geometric ratios and statistical information. Both methods are capable of taking advantage of each single retrieval method very well. A contrast experiment for the hybrid methods, single retrieval methods, and weighted method is conducted. Experimental results show that, the hybrid methods can retrieve more accurate results and have more adaptability for the various categories than using any single methods.
Keywords :
geometry; information retrieval; solid modelling; statistical analysis; 3D models retrieval; geometric ratios; rank integration; statistical information; weighted method; Computational modeling; Geometric ratios; Statistical shape distribution; hierarchical method; rank integration method;
Conference_Titel :
Advanced Computer Control (ICACC), 2011 3rd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-8809-4
Electronic_ISBN :
978-1-4244-8810-0
DOI :
10.1109/ICACC.2011.6016484