Chapter 44 3D Model Classification Based on Transductive Support Vector Machines

摘要

With the development of graphical modeling methods and acquirement technology of 3D models, the numbers of 3D models increased exponentially. 3D model classification is crucial to effective management and precise retrieval. Due to the shortage of annotations, we adopted semi-supervised learning methods to solve this problem. This paper introduces Transductive Support Vector Machines (TSVMs) for 3D model classification. Our proposed method is verified efficient.