quadric primitive extraction, mesh, hierar-chical clustering
We present a simple yet efficient algorithmfor recognizing simple quadric primitives (plane, sphere, cylinder, cone) from triangular meshes. Our approach is an improved version of a previous hierarchical clustering algorithm, which performs pairwise clustering of trianglepatches from bottom to top. The key contributions of our approach include a strategy for priority and fidelity consideration of the detected primitives, and a scheme for boundary smoothness between adjacent clusters. Experimental results demonstrate that the proposed method produces qualitatively and quantitatively better results than representative state-of-the-art methods on a wide range of test data.
Tsinghua University Press
Xiaolong Yang, Xiaohong Jia. Simple primitive recognition via hierarchical face clustering. Computational Visual Media 2020, 6(4): 431-443.