Content-based similarity for 3d model retrieval and classification
文献类型：期刊论文
| 作者 | Lue, Ke1; He, Ning2; Xue, Jian1 |
| 刊名 | Progress in natural science
 |
| 出版日期 | 2009-04-10 |
| 卷号 | 19期号:4页码:495-499 |
| 关键词 | 3d model Retrieval and classification Content-based 3d model retrieval Similarity comparison |
| ISSN号 | 1002-0071 |
| DOI | 10.1016/j.pnsc.2008.06.025 |
| 通讯作者 | Lue, ke(luk@gucas.ac.cn) |
| 英文摘要 | With the rapid development of 3d digital shape information, content-based 3d model retrieval and classification has become an important research area. this paper presents a novel 3d model retrieval and classification algorithm. for feature representation, a method combining a distance histogram and moment invariants is proposed to improve the retrieval performance. the major advantage of using a distance histogram is its invariance to the transforms of scaling, translation and rotation. based on the premise that two similar objects should have high mutual information, the querying of 3d data should convey a great deal of information on the shape of the two objects, and so we propose a mutual information distance measurement to perform the similarity comparison of 3d objects. the proposed algorithm is tested with a 3d model retrieval and classification prototype, and the experimental evaluation demonstrates satisfactory retrieval results and classification accuracy. (c) 2008 national natural science foundation of china and chinese academy of sciences. published by elsevier limited and science in china press. all rights reserved. |
| WOS关键词 | OBJECT RECOGNITION ; SEARCH |
| WOS研究方向 | Materials Science ; Science & Technology - Other Topics |
| WOS类目 | Materials Science, Multidisciplinary ; Multidisciplinary Sciences |
| 语种 | 英语 |
| WOS记录号 | WOS:000264067000011 |
| 出版者 | ELSEVIER SCIENCE INC |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2404061 |
| 专题 | 中国科学院大学 |
| 通讯作者 | Lue, Ke |
| 作者单位 | 1.Chinese Acad Sci, Grad Univ, Coll Comp & Commun Engn, Beijing 100049, Peoples R China 2.Capital Normal Univ, Sch Math Sci, Beijing 100037, Peoples R China |
| 推荐引用方式 GB/T 7714 | Lue, Ke,He, Ning,Xue, Jian. Content-based similarity for 3d model retrieval and classification[J]. Progress in natural science,2009,19(4):495-499. |
| APA | Lue, Ke,He, Ning,&Xue, Jian.(2009).Content-based similarity for 3d model retrieval and classification.Progress in natural science,19(4),495-499. |
| MLA | Lue, Ke,et al."Content-based similarity for 3d model retrieval and classification".Progress in natural science 19.4(2009):495-499. |
入库方式： iSwitch采集
来源：中国科学院大学
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。