Multi-scale and hierarchical description using energy controlled active balloon model
Multi-scale and hierarchical description using energy controlled active balloon model
复制标题
使用能量控制主动气球模型的多尺度和层次描述
DOI：
10.1109/icpr.1998.711117
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发表时间：
1998
期刊：
影响因子：
--
通讯作者：
A. Iwata
中科院分区：
文献类型：
--
作者：
H. Matsuo;Masataka Kimura;A. Iwata
提出了一种基于能量控制主动气球模型的三维形状多尺度树构造算法。其核心思想是：（1）在每一步收缩中，控制内部能量和外部能量以及组成ABM的表面的数量;（2）将每一个收敛形状视为一个多尺度形状。最后给出了该方法在人脸数据上的三维识别实验结果。
A novel multiscale tree construction algorithm for three dimensional shape using energy controlled active balloon model (EC-ABM) is proposed. The key idea is that (1) internal and external energies and a number of surfaces which make up the ABM are controlled at each shrinking steps, and (2) each converged shape is regarded as one multiscale shape. Some experimental three dimensional recognition result of the proposed method with human face data are shown.