arXiv Open Access 2012

GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation

Quan Wang

Lihat Sumber

Abstrak

In this project, we first study the Gaussian-based hidden Markov random field (HMRF) model and its expectation-maximization (EM) algorithm. Then we generalize it to Gaussian mixture model-based hidden Markov random field. The algorithm is implemented in MATLAB. We also apply this algorithm to color image segmentation problems and 3D volume segmentation problems.

Topik & Kata Kunci

cs.CV

Penulis (1)

Quan Wang

Format Sitasi

APA MLA BibTeX

Wang, Q. (2012). GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation. https://arxiv.org/abs/1212.4527

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2012
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓