Automatic shape model construction in multiscale space | |
Liu Shu ; Luo Yupin ; Yang Shiyuan | |
2010-05-06 ; 2010-05-06 | |
关键词 | Practical Theoretical or Mathematical/ curve fitting image denoising image matching image segmentation solid modelling/ automatic shape model construction learning models deformable shape contours multiscale matching pedestrian contours/ B6135 Optical, image and video signal processing C5260B Computer vision and image processing techniques C6130B Graphics techniques |
中文摘要 | This paper presents a novel approach for learning models from deformable shape contours using multi-scale matching. For the contours with a large degree of noise and deformation, firstly, contours are segmented and matched in multi-scale space. In this process, the scale parameter is adjusted according to the noise and deformation degree. Then, shape model is deduced from the correspondence of curve sequences. The proposed approach is effective to deal with noise and deformation of the models of closed contours. An application is reported to build the models of pedestrian contours with good result. |
语种 | 中文 ; 中文 |
出版者 | Science Press ; China |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/9143] ![]() |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | Liu Shu,Luo Yupin,Yang Shiyuan. Automatic shape model construction in multiscale space[J],2010, 2010. |
APA | Liu Shu,Luo Yupin,&Yang Shiyuan.(2010).Automatic shape model construction in multiscale space.. |
MLA | Liu Shu,et al."Automatic shape model construction in multiscale space".(2010). |
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