Animating characters using nonparametric regression

Yun Feng Chou*, Zen-Chung Shih

*此作品的通信作者

研究成果: Conference contribution同行評審

摘要

In this paper, we propose an image deformation technique using nonparametric regression to animate characters in a still image for multimedia applications. The proposed approach effectively produces a sequence of contiguous frames in an animation. It automatically generates deformed shapes by using elliptic radial basis functions (ERBFs) and locally weighted regression (LOESS). ERBFs are used for representing the deformed character's shapes in synthesized frames. For preserving the pattern within a shape, LOESS is applied to fit the detail with local control. Furthermore, the results show the synthesized frames without unnatural distortion.

原文English
主出版物標題Proceedings - International Symposium on Computer Science and Its Applications, CSA 2008
頁面191-198
頁數8
DOIs
出版狀態Published - 28 11月 2008
事件2008 International Symposium on Computer Science and its Applications, CSA 2008 - Hobart, TAS, Australia
持續時間: 13 10月 200815 10月 2008

出版系列

名字Proceedings - International Symposium on Computer Science and Its Applications, CSA 2008

Conference

Conference2008 International Symposium on Computer Science and its Applications, CSA 2008
國家/地區Australia
城市Hobart, TAS
期間13/10/0815/10/08

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