https://scholars.lib.ntu.edu.tw/handle/123456789/339869
標題: | Conformal self-organizing map on curved seamless surface | 作者: | CHENG-YUAN LIOU Kuo, Yen-Ting Huang, Jau-Chi |
關鍵字: | Conformal mapping; Manifold learning; Morphing; Multidimensional scaling; Self-organizing map; Texture mapping | 公開日期: | 2008 | 卷: | 71 | 期: | 16-18 | 起(迄)頁: | 3140-3149 | 來源出版物: | Neurocomputing | 摘要: | This paper presents a new mapping to construct the self-organizing map on the curved seamless surface. This mapping is developed for the planar triangle surface derived from the conformal self-organizing map [C.-Y. Liou, Y.-T. Kuo, Conformal self-organizing map for a genus-zero manifold, Visual Comput. 21(5) (2005) 340-353]. It shows how to construct a seamless surface for the genus-zero manifold. The constructed surface is both seamless and continuous. The mapping between the model surface and the sphere surface is one-to-one and onto. This kind of surface can facilitate many applications of the self-organizing map. We show experiments in surface reconstructions and texture mappings. © 2008 Elsevier B.V. All rights reserved. |
URI: | http://www.scopus.com/inward/record.url?eid=2-s2.0-56549107163&partnerID=MN8TOARS http://scholars.lib.ntu.edu.tw/handle/123456789/339869 |
ISSN: | 09252312 | DOI: | 10.1016/j.neucom.2008.04.031 | SDG/關鍵字: | Ketones; Maps; Neural networks; Textures; Manifold learning; Morphing; Multidimensional scaling; Self-organizing map; Texture mapping; Conformal mapping; analytical error; computer analysis; computer model; conference paper; controlled study; intermethod comparison; learning algorithm; priority journal; probability; process development; process optimization; surface property |
顯示於: | 資訊工程學系 |
在 IR 系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。