基于体素构造和遗传算法的三维模型检索  

3D Model Retrieval Based on CGS and Genetic Algorithm

作　　者：白柳[1] 宋超超[2] Bai Liu;Song Chaochao(Department of Mechanical Engineering, Shanxi Engineering Vocation Technology College, Taiyuan Shanxi 030009, China;College of Mechanical Electrical and Information Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China)

机构地区：[1]山西工程职业技术学院机械系,山西太原030009 [2]中国矿业大学(北京)机电与信息工程学院,北京100083

出　　处：《图学学报》2016年第6期754-758,共5页Journal of Graphics

摘　　要：以体素构造三维模型原理为基础,阐述了体素的几何信息和体素间的拓扑关系及基准问题,建立了三维模型特征提取函数,并对其旋转、平移和尺寸变化进行了经典不变矩处理,提出了一种基于体素构造和遗传算法的三维模型检索方法。该方法通过对遗传信息编码,以及迭代中的遗传信息交叉与变异,减小了检索区域的收敛速度,提高了检索准确率和检索速度。The voxels structure principle of 3D model as the foundation, expounds the voxel geometryinformation and body elements of topological relations and benchmark problems, establish the 3Dmodel feature extraction function and of its rotation, translation and size changes of classic momentinvariant processing, put forward a based on voxel structure and genetic algorithm of 3D modelretrieval method. This method reduces the convergence speed of the search area and improves theretrieval accuracy and retrieval speed by the genetic information encoding, the genetic information inthe iteration and the variation of the genetic information.

关 键 词：体素构造 遗传算法 特征提取 检索 

分 类 号：TH128[机械工程—机械设计及理论] TB23[一般工业技术—工程设计测绘]