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“数字几何处理”是由中科大数学学院开设的一门研究生课程,主要学习多边形网格在计算机中表示方法、数据结构、建模方法、形状编辑和分析方法等,所需要的基础知识包括离散微分几何与数值最优化算法。本课程的第二部分主要是讨论学习ESL(The Elements of Statistical Learning)这本教材,并讲解如何应用机器学习方法解决几何处理问题。
参考教材:Polygonal Mesh Processing,The Elements of Statistical Learning