杨红磊,彭军还.基于马尔可夫随机场的模糊c-均值遥感影像分类[J].测绘学报,2012,41(2):213-218. Yang H L,Peng J H.Remote sensing classification based on Markov random field and fuzzy c-means clustering[J].Acta Geodaetica et Cartographica Sinica,2012,41(2):213-218.
[2]
Sutton C,Mccallum A.An introduction to conditional random fields[J].Machine Learning,2011,4(4):267-373.
[3]
Shotton J,Winn J,Rother C,et al.Textonboost for image understanding:Multi-class object recognition and segmentation by jointly modeling texture,layout,and context[J].International Journal of Computer Vision,2009,81(1):2-23.
[4]
Baloch S,Cheng E,Fang T.Shape based Conditional Random Fields for Segmenting Intracranial Aneurysms[M]//Image-based Geometric Modeling and Mesh Generation.Netherlands:Springer,2013:55-67.
[5]
高琳,唐鹏,盛鹏,等.复杂场景下基于条件随机场的视觉目标跟踪[J].光学学报,2010,30(6):1721-1728. Gao L,Tang P,Sheng P,et al.Visual object tracking based on conditional random fields under complex scene[J].Acta Optica Sinica,2010,30(6):1721-1728.
[6]
李玲玲,金泰松,李翠华.基于局部特征和隐条件随机场的场景分类方法[J].北京理工大学学报,2012,32(7):720-724. Li L L,Jin T S,Li C H.Scene classification based on local feature and hidden conditional random fields[J].Transactions of Beijing Institute of Technology,2012,32(7):720-724.
[7]
Zhong P,Wang R.Modeling and classifying hyperspectral imagery by CRFs with sparse higher order potentials[J].IEEE Transactions on Geoscience and Remote Sensing,2011,49(2):688-705.
[8]
Su X,He C,Feng Q,et al.A supervised classification method based on conditional random fields with multiscale region connection calculus model for SAR image[J].IEEE Geoscience and Remote Sensing Letters,2011,8(3):497-501.
[9]
Hoberg T,Rottensteiner F,Heipke C.Context models for CRF-based classification of multitemporal remote sensing data[C]//ISPRS Annals of the Photogrammetry,Remote Sensing and Spatial Information Sciences.Melbourne,2012,1/7:129-134.
[10]
刘毅,杜培军,郑辉,等.基于随机森林的国产小卫星遥感影像分类研究[J].测绘科学,2012,37(4):194-196. Liu Y,Du P J,Zheng H,et al.Classification of China small satellite remote sensing image based on random forests[J].Science of Surveying and Mapping,2012,37(4):194-196.
[11]
雷震.随机森林及其在遥感影像处理中应用研究[D].上海:上海交通大学,2012. Lei Z.The research on random forests and its application to remote sensing image processing[D].Shanghai:Shanghai Jiaotong University,2012.
王东广,肖鹏峰,宋晓群,等.结合纹理信息的高分辨率遥感图像变化检测方法[J].国土资源遥感,2012,24(4):76-81. Wang D G,Xiao P F,Song X Q,et al.Change detection method for high resolution remote sensing image in association with textural and spectral information[J].Remote Sensing for Land and Resources,2012,24(4):76-81.
[14]
Kontschieder P,Bulò S R,Bischof H,et al.Structured class-labels in random forests for semantic image labelling[C]//International Conference on Computer Vision.Barcelona:IEEE,2011:2190-2197.
[15]
Gould S.Darwin:A framework for machine learning and computer vision research and development[J].Journal of Machine Learning Research,2012,13:3533-3537.
