遥感技术与应用 2017, Vol. 32 Issue (4): 709-713 DOI: 10.11873/j.issn.1004-0323.2017.4.0709 |
遥感应用 |
|
|
|
|
基于稀疏分解和改进MRF模型的SAR海冰图像分割方法 |
张宝华,周文涛,吕晓琪 |
(内蒙古科技大学信息工程学院,内蒙古 包头014010 ) |
|
SAR Sea Ice Image Segmentation Method based on Low Rank Sparse Representation and Improved MRF Model |
Zhang Baohua,Zhou Wentao,Lu Xiaoqi |
(Information Engineering School,Inner Mongolia University of Science
and Technology,Baotou 014010,China ) |
[1]Zhang Y H,Mohamed.Unsupervised Segmentation of Highly Dynamic Scenes through Global Optimization of Multiscale Cues[J].Pattern Recognition,2015,48(11):3477-3487.
[2]Karadag O O,Fatos T.Image Segmentation by Fusion of Low Level and Domain Specific Information via Markov Random Fields[J].Pattern Recognition Letters,2014,46(1):75-82.[
[3]]Li N,Hu H,Zhao Y,et al.A Spatial Clustering Method with Edge Weighting for Image Segmentation[J].IEEE Geoscience and Remote Sensing Letters,2013,10(5):1124-1128.[4]Yu A,Clausi D.IRGS:Image Segmentation Using Edge Penalties and Region Growing[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2008,30(12):2126-2139.
[5]Yang X,Clausi D.Evaluating SAR Sea Ice Image Segmentation Using Edge-preserving Region-based MRFs[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2012,5(5):1383-1393.
[6]Liu Aiping,Fu Kun,You Hongjia.SAR Image Segmentation based on Multiscale Auto Regressive[J].Journal of Electronics and Information Technology,2009,31(11):2557-2562.[刘爱平,付琨,尤红建.基于MAR-MRF的SAR图像分割方法[J].电子与信息学报,2009,31(11):2557-2562.]
[7]Melas D,Wilson S.Double Markov Random Fields and Bayesian Image Segmentation[J].IEEE Transaction on Signal Process,2002,50(2):357- 365.
[8]Cao Lanying,Xia Liangzheng,Zhang Kunhui.SAR Image Segmentation Using MRF Model in Wavelet Domain[J].Journal of Southeast University (Natural Science Edition),2004,36(4):847-850.[曹兰英,夏良正,张昆辉.基于小波域MRF模型的SAR图像分割[J].东南大学学报(自然科学版),2004,36(4):847-850.]
[9]Wright J,Ganesh A,Rao S,et al.Robust Principal Component Analysis:Exact Recovery of Corrupted Low-rank Matrices Via Convex Optimization[C]//Proc Neural Information Processing Systems.British Columbia,Canada,2009,2080-2088.
[10]Xu Shengjun,Han Jiuqiang,He Bo.A Region Markov Random Field Model with Integrated Edge Feature and Image Segmentation Algorithm[J].Journal of Xi’an Jiaotong University,2014,48(2):14-19.[徐胜军,韩九强,何波.融合边缘特征的马尔可夫随机场模型及分割算法[J].西安交通大学学报,2014,48(2):14-19.]
[11]Song Xiaofeng,Wang Shuang,Liu Fang.SAR Image Segmentation Using Markov Random Field based on Regions and Bayes Belief Propagation[J].Acta Electronica Sinica,2010,38(12):2810-2815.[宋晓峰,王爽,刘芳.基于区域MRF 和贝叶斯置信传播的SAR 图像分割[J].电子学报,2010,38(12):2810-2815.]
[12]Yu Q Y,Clausi D A.IRGS:Image Segmentation Using Edge Penalties and Region Growing[J],IEEE Transactions on Pattern Analysis and Machine Intelligence,2008,30(12):2126 - 2139.
[13]Ding Rui,Liu Jiajia,Li Bolin.Modified Multilevel Thresholding Otsu Method for Image Segmentation[J].Journal of Computer Application,2013,33(Sup.1):214-217.[丁锐,刘甲甲,李柏林.改进的Otsu图像多阈值分割方法[J].计算机应用,2013,33(增刊1):214-217.] |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|