Robust active appearance model matching.
Robust active appearance model matching.
复制标题
稳健的主动外观模型匹配。
DOI：
10.1007/11505730_10
复制
发表时间：
2005
期刊：
影响因子：
--
通讯作者：
Sonka,Milan
中科院分区：
文献类型：
--
作者：
Beichel,Reinhard;Bischof,Horst;Leberl,Franz;Sonka,Milan
A novel robust active appearance model (AAM) matching algorithm is presented. The method consists of two main stages. First, initial residuals are clustered by a non parametric mean shift mode detection step. Second, modes without gross outliers are selected using an objective function. Robustness of the matching procedure is demonstrated on a variety of examples with different noise conditions. The proposed algorithm outperformed the conventional AAM matching on images with gross disturbances and can tolerate up to 40% of disturbed data.
