基于MPM准则的无监督SAR图像分割

基金项目: 国家自然科学基金资助项目(60372057,40376051);湖北省自然科学基金资助项目(2002AB0034)

详细信息

MPM-based Unsupervised Segmentation Method for SAR Images

School of Electronic Information, Wuhan University, 129 Luoyu Road, Wuhan 430079, China

摘要: 提出了一种基于MPM(maximization of the posterior marginals)准则的SAR图像无监督分割方法,并给出了对模拟和真实SAR图像的分割结果。
- 无监督分割 /
- SAR图像 /
- MPM /
- 马尔柯夫随机场
Abstract: An unsupervised segmentation method for synthetic aperture radar (SAR)images is proposed, based on the maximization of the posterior marginals (MPM).Results for simulated and true SAR images are given.
- unsupervised image segmentation /
- synthetic aperture radar images /
- maximization of the posterior marginals /
- Markov random field