Hyperspectral image classification using three-dimensional geometric moments

[1]  Lorenzo Bruzzone,et al.  Classification of hyperspectral remote sensing images with support vector machines , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[2]  Jocelyn Chanussot,et al.  Morphological Attribute Profiles With Partial Reconstruction , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Xiuping Jia,et al.  Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[4]  Fuan Tsai,et al.  Feature Extraction of Hyperspectral Image Cubes Using Three-Dimensional Gray-Level Cooccurrence , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[5]  Mihran Tucceryan,et al.  Moment-based texture segmentation , 1994 .

[6]  Jon Atli Benediktsson,et al.  Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[7]  Qingquan Li,et al.  Three-dimensional local binary patterns for hyperspectral imagery classification , 2017, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[8]  Li Wen,et al.  Rotation-Based Deep Forest for Hyperspectral Imagery Classification , 2019, IEEE Geoscience and Remote Sensing Letters.

[9]  M. Teague Image analysis via the general theory of moments , 1980 .

[10]  Hong Li,et al.  Hyperspectral Image Classification Using Functional Data Analysis , 2014, IEEE Transactions on Cybernetics.

[11]  Deyu Meng,et al.  Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network , 2017, IEEE Transactions on Image Processing.

[12]  Jie Geng,et al.  Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[13]  Ming-Kuei Hu,et al.  Visual pattern recognition by moment invariants , 1962, IRE Trans. Inf. Theory.

[14]  Hua Li,et al.  Naturally combined shape-color moment invariants under affine transformations , 2017, Comput. Vis. Image Underst..

[15]  Brajesh Kumar,et al.  Spectral Contextual Classification of Hyperspectral Imagery With Probabilistic Relaxation Labeling , 2017, IEEE Transactions on Cybernetics.

[16]  Johannes R. Sveinsson,et al.  Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles , 2008, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[17]  Onkar Dikshit,et al.  Spectral–Spatial Classification of Hyperspectral Imagery Based on Moment Invariants , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[18]  Xiao Xiang Zhu,et al.  Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources , 2017, IEEE Geoscience and Remote Sensing Magazine.

[19]  Yang Liu,et al.  Adaptive Spatial-Spectral Feature Learning for Hyperspectral Image Classification , 2019, IEEE Access.

[20]  Rachid Benouini,et al.  3D image analysis by separable discrete orthogonal moments based on Krawtchouk and Tchebichef polynomials , 2017, Pattern Recognit..

[21]  James E. Fowler,et al.  Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis , 2014, IEEE Geoscience and Remote Sensing Letters.

[22]  Jon Atli Benediktsson,et al.  Unsupervised methods for the classification of hyperspectral images with low spatial resolution , 2013, Pattern Recognit..

[23]  Glenn Healey,et al.  Using multiband correlation models for the invariant recognition of 3-D hyperspectral textures , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[24]  Junyu Dong,et al.  Encoding Spectral and Spatial Context Information for Hyperspectral Image Classification , 2017, IEEE Geoscience and Remote Sensing Letters.

[25]  Mo Dai,et al.  Image analysis by Gaussian-Hermite moments , 2011, Signal Process..

[26]  Glenn Healey,et al.  Hyperspectral Region Classification Using a Three-Dimensional Gabor Filterbank , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[27]  Wilfried Philips,et al.  Taking Optimal Advantage of Fine Spatial Resolution: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images , 2017, IEEE Geoscience and Remote Sensing Magazine.

[28]  Hassan Ghassemian,et al.  Moment-based feature extraction from high spatial resolution hyperspectral images , 2016 .

[29]  Jon Atli Benediktsson,et al.  Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[30]  Jun Zhou,et al.  Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[31]  Qingquan Li,et al.  Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[32]  Alexander F. H. Goetz,et al.  Three decades of hyperspectral remote sensing of the Earth: a personal view. , 2009 .

[33]  Qi Wang,et al.  Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization , 2016, IEEE Transactions on Cybernetics.

[34]  Yicong Zhou,et al.  Learning Hierarchical Spectral–Spatial Features for Hyperspectral Image Classification , 2016, IEEE Transactions on Cybernetics.

[35]  LinLin Shen,et al.  Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery Classification , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[36]  Sen Jia,et al.  Gabor Feature-Based Collaborative Representation for Hyperspectral Imagery Classification , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[37]  Sim Heng Ong,et al.  Image Analysis by Tchebichef Moments , 2001, IEEE Trans. Image Process..

[38]  Jon Atli Benediktsson,et al.  SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images , 2010, IEEE Geoscience and Remote Sensing Letters.

[39]  Biao Hou,et al.  Spectral–Spatial Classification of Hyperspectral Data Using 3-D Morphological Profile , 2015, IEEE Geoscience and Remote Sensing Letters.

[40]  Roland T. Chin,et al.  On Image Analysis by the Methods of Moments , 1988, IEEE Trans. Pattern Anal. Mach. Intell..

[41]  Raveendran Paramesran,et al.  Image analysis by Krawtchouk moments , 2003, IEEE Trans. Image Process..

[42]  Francisco Argüello,et al.  Spectral–Spatial Classification of Hyperspectral Images Using Wavelets and Extended Morphological Profiles , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.