arXiv Open Access 2017

Research on Shape Mapping of 3D Mesh Models based on Hidden Markov Random Field and EM Algorithm

Yong Wang Huai-yu Wu

Lihat Sumber

Abstrak

How to establish the matching (or corresponding) between two different 3D shapes is a classical problem. This paper focused on the research on shape mapping of 3D mesh models, and proposed a shape mapping algorithm based on Hidden Markov Random Field and EM algorithm, as introducing a hidden state random variable associated with the adjacent blocks of shape matching when establishing HMRF. This algorithm provides a new theory and method to ensure the consistency of the edge data of adjacent blocks, and the experimental results show that the algorithm in this paper has a great improvement on the shape mapping of 3D mesh models.

Topik & Kata Kunci

cs.GR

Penulis (2)

Yong Wang

Huai-yu Wu

Format Sitasi

APA MLA BibTeX

Wang, Y., Wu, H. (2017). Research on Shape Mapping of 3D Mesh Models based on Hidden Markov Random Field and EM Algorithm. https://arxiv.org/abs/1707.09123

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2017
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓