计算机应用研究2013，Vol.30Issue(9)：2576-2582,7.DOI:10.3969/j.issn.1001-3695.2013.09.004
基于马尔可夫随机场的图像分割方法综述
Survey of image segmentation methods based on Markov random fields
摘要
Abstract
This paper presented and discussed all the typical approaches based on MRF.First it provided a general framework of MRF in image segmentation and new progress for MRF modeling in recent years,and then emphatically presented the major image segmentation algorithms based on MRF,including graph cut algorithm,normalized cut algorithm,belief propagation algorithm,etc.Finally,it pointed out the future work for these segmentation algorithms.关键词
图像分割/马尔可夫随机场/图割/归一化割/置信度传播Key words
image segmentation/ Markov random fields (MRF) / graph cut/ normalized cut/ belief propagation (BP)分类
信息技术与安全科学引用本文复制引用
徐胜军,韩九强,刘光辉..基于马尔可夫随机场的图像分割方法综述[J].计算机应用研究,2013,30(9):2576-2582,7.基金项目
国家青年自然科学基金资助项目(51209167) （51209167）
陕西省自然科学基金资助项目(2012JM8026) （2012JM8026）
陕西省教育厅专项科研项目(11JK1023) （11JK1023）
