Polarimetric Contextual Classification of PolSAR Images Using Sparse Representation and Superpixels
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Yiming Pi | Zongjie Cao | Jilan Feng | Y. Pi | Z. Cao | Jilan Feng
[1] J. S. Lee,et al. A review of polarimetry in the context of synthetic aperture radar: concepts and information extraction , 2004 .
[2] Allen Y. Yang,et al. Fast L1-Minimization Algorithms For Robust Face Recognition , 2010, 1007.3753.
[3] Dirk H. Hoekman,et al. Unsupervised Full-Polarimetric SAR Data Segmentation as a Tool for Classification of Agricultural Areas , 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[4] S. Quegan,et al. Statistical models for polarimetric data: consequences, testing and validity , 1995 .
[5] Stefano Soatto,et al. Class segmentation and object localization with superpixel neighborhoods , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[6] Guillermo Sapiro,et al. Sparse Representation for Computer Vision and Pattern Recognition , 2010, Proceedings of the IEEE.
[7] Laurent Ferro-Famil,et al. Unsupervised terrain classification preserving polarimetric scattering characteristics , 2004, IEEE Transactions on Geoscience and Remote Sensing.
[8] Alain Rakotomamonjy,et al. Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms , 2011, Signal Process..
[9] Pascal Fua,et al. SLIC Superpixels Compared to State-of-the-Art Superpixel Methods , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[10] Jon Atli Benediktsson,et al. Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis , 2011, IEEE Geoscience and Remote Sensing Letters.
[11] Bhaskar D. Rao,et al. Sparse solutions to linear inverse problems with multiple measurement vectors , 2005, IEEE Transactions on Signal Processing.
[12] Ron Kwok,et al. Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution , 1994 .
[13] Yi Su,et al. Segmentation of multi-look fully polarimetric SAR images based on Wishart distribution and MRF , 2007, SPIE Remote Sensing.
[14] Emmanuel J. Candès,et al. Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? , 2004, IEEE Transactions on Information Theory.
[15] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[16] Johannes R. Sveinsson,et al. Classification of hyperspectral data from urban areas based on extended morphological profiles , 2005, IEEE Transactions on Geoscience and Remote Sensing.
[17] K. Moffett,et al. Remote Sens , 2015 .
[18] Biao Hou,et al. MPM SAR Image Segmentation Using Feature Extraction and Context Model , 2012, IEEE Geoscience and Remote Sensing Letters.
[19] Rabab Kreidieh Ward,et al. Segmentation and Classification of Polarimetric SAR Data Using Spectral Graph Partitioning , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[20] Laurent Ferro-Famil,et al. Unsupervised classification of multifrequency and fully polarimetric SAR images based on the H/A/Alpha-Wishart classifier , 2001, IEEE Trans. Geosci. Remote. Sens..
[21] Liangpei Zhang,et al. A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[22] Knut Conradsen,et al. A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data , 2003, IEEE Trans. Geosci. Remote. Sens..
[23] Gonzalo Pajares,et al. Improving Wishart Classification of Polarimetric SAR Data Using the Hopfield Neural Network Optimization Approach , 2012, Remote. Sens..
[24] William J. Emery,et al. Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines , 2009, IEEE Transactions on Geoscience and Remote Sensing.
[25] Eric Pottier,et al. An entropy based classification scheme for land applications of polarimetric SAR , 1997, IEEE Trans. Geosci. Remote. Sens..
[26] Pushmeet Kohli,et al. Robust Higher Order Potentials for Enforcing Label Consistency , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[27] Jon Atli Benediktsson,et al. Advances in Spectral-Spatial Classification of Hyperspectral Images , 2013, Proceedings of the IEEE.
[28] Vladimir Kolmogorov,et al. An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision , 2004, IEEE Trans. Pattern Anal. Mach. Intell..
[29] Amar Mitiche,et al. Polarimetric image segmentation via maximum-likelihood approximation and efficient multiphase level-sets , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[30] J. Zyl,et al. Unsupervised classification of scattering behavior using radar polarimetry data , 1989 .
[31] Allen Y. Yang,et al. Fast L1-Minimization Algorithms For Robust Face Recognition , 2010 .
[32] Laurent Ferro-Famil,et al. Statistical Classification for Heterogeneous Polarimetric SAR Images , 2011, IEEE Journal of Selected Topics in Signal Processing.
[33] Jian Yang,et al. The boosting algorithm with application to polarimetric SAR image classification , 2007, 2007 1st Asian and Pacific Conference on Synthetic Aperture Radar.
[34] Stanley Osher,et al. L1 unmixing and its application to hyperspectral image enhancement , 2009, Defense + Commercial Sensing.
[35] Torbjørn Eltoft,et al. Application of the Matrix-Variate Mellin Transform to Analysis of Polarimetric Radar Images , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[36] Luc Vincent,et al. Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations , 1991, IEEE Trans. Pattern Anal. Mach. Intell..
[37] William L. Cameron,et al. Simulated polarimetric signatures of primitive geometrical shapes , 1996, IEEE Trans. Geosci. Remote. Sens..
[38] E. Krogager. New decomposition of the radar target scattering matrix , 1990 .
[39] Thomas S. Huang,et al. Image super-resolution as sparse representation of raw image patches , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[40] Richard G. Baraniuk,et al. Recovery of Jointly Sparse Signals from Few Random Projections , 2005, NIPS.
[41] Hong Sun,et al. Laplacian Eigenmaps-Based Polarimetric Dimensionality Reduction for SAR Image Classification , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[42] Jon Atli Benediktsson,et al. Land-Cover Mapping by Markov Modeling of Spatial–Contextual Information in Very-High-Resolution Remote Sensing Images , 2013, Proceedings of the IEEE.
[43] Jitendra Malik,et al. Learning a classification model for segmentation , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.
[44] S. D. Halversen,et al. Effects of polarization and resolution on SAR ATR , 1997, IEEE Transactions on Aerospace and Electronic Systems.
[45] Jorma Laaksonen,et al. Detecting changes in polarimetric SAR data with content-based image retrieval , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.
[46] Xi Chen,et al. Graph-Based Feature Selection for Object-Oriented Classification in VHR Airborne Imagery , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[47] Konrad Schindler,et al. An Overview and Comparison of Smooth Labeling Methods for Land-Cover Classification , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[48] Yi Su,et al. Region-Based Classification of Polarimetric SAR Images Using Wishart MRF , 2008, IEEE Geoscience and Remote Sensing Letters.
[49] Torbjørn Eltoft,et al. Automated Non-Gaussian Clustering of Polarimetric Synthetic Aperture Radar Images , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[50] Jitendra Malik,et al. Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[51] Jian Yang,et al. Land Cover Classification for Polarimetric SAR Images Based on Mixture Models , 2014, Remote. Sens..
[52] Joel A. Tropp,et al. Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit , 2007, IEEE Transactions on Information Theory.
[53] Lei Shi,et al. Supervised Graph Embedding for Polarimetric SAR Image Classification , 2013, IEEE Geoscience and Remote Sensing Letters.
[54] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[55] Vladimir Kolmogorov,et al. An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision , 2001, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[56] Trac D. Tran,et al. Hyperspectral Image Classification Using Dictionary-Based Sparse Representation , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[57] Michael A. Saunders,et al. Atomic Decomposition by Basis Pursuit , 1998, SIAM J. Sci. Comput..
[58] Stephen Gould,et al. Multi-Class Segmentation with Relative Location Prior , 2008, International Journal of Computer Vision.
[59] Eric Pottier,et al. Quantitative comparison of classification capability: fully polarimetric versus dual and single-polarization SAR , 2001, IEEE Trans. Geosci. Remote. Sens..
[60] Jean-Claude Souyris,et al. Support Vector Machine for Multifrequency SAR Polarimetric Data Classification , 2009, IEEE Transactions on Geoscience and Remote Sensing.
[61] Hiroyoshi Yamada,et al. Four-component scattering model for polarimetric SAR image decomposition , 2005, IEEE Transactions on Geoscience and Remote Sensing.
[62] J. Huynen. Phenomenological theory of radar targets , 1970 .
[63] Hong Sun,et al. Polarimetric SAR Image Classification Using Multifeatures Combination and Extremely Randomized Clustering Forests , 2010, EURASIP J. Adv. Signal Process..
[64] Gustavo Camps-Valls,et al. Composite kernels for hyperspectral image classification , 2006, IEEE Geoscience and Remote Sensing Letters.
[65] Jon Atli Benediktsson,et al. Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques , 2009, IEEE Transactions on Geoscience and Remote Sensing.
[66] Manabu Watanabe,et al. Polarimetric Decomposition Analysis of ALOS PALSAR Observation Data before and after a Landslide Event , 2012, Remote. Sens..
[67] Wenxian Yu,et al. Superpixel-Based Classification With an Adaptive Number of Classes for Polarimetric SAR Images , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[68] Eric Pottier,et al. A review of target decomposition theorems in radar polarimetry , 1996, IEEE Trans. Geosci. Remote. Sens..
[69] D. Donoho. For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution , 2006 .
[70] Torbjørn Eltoft,et al. Goodness-of-Fit Tests for Multilook Polarimetric Radar Data Based on the Mellin Transform , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[71] Alejandro C. Frery,et al. The polarimetric 𝒢 distribution for SAR data analysis , 2005 .