Hyperspectral image classification using wavelet transform-based smooth ordering

To efficiently improve the accuracy of hyperspectral image (HSI) classification, the spatial information is usually fused with spectral information so that the classification performance can be enh...

[1]  Bor-Chen Kuo,et al.  Nonparametric weighted feature extraction for classification , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[2]  James E. Fowler,et al.  Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis , 2012, IEEE Transactions on Geoscience and Remote Sensing.

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

[4]  Trac D. Tran,et al.  Hyperspectral Image Classification Using Dictionary-Based Sparse Representation , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[5]  Jianzhong Wang,et al.  Hyperspectral Image Classification Based on Spectral–Spatial One-Dimensional Manifold Embedding , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[6]  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.

[7]  Michael Elad,et al.  Image denoising using NL-means via smooth patch ordering , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[8]  Liang Xiao,et al.  Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification , 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[9]  Michael Elad,et al.  Redundant Wavelets on Graphs and High Dimensional Data Clouds , 2011, IEEE Signal Processing Letters.

[10]  Yuan Yan Tang,et al.  Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[11]  Yang Lu,et al.  Hyperspectral Image Classification Based on Three-Dimensional Scattering Wavelet Transform , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[12]  Michael Elad,et al.  Generalized Tree-Based Wavelet Transform , 2010, IEEE Transactions on Signal Processing.

[13]  Jun Huang,et al.  Hyperspectral image denoising using the robust low-rank tensor recovery. , 2015, Journal of the Optical Society of America. A, Optics, image science, and vision.

[14]  Hao Deng,et al.  Semi-supervised learning using autodidactic interpolation on sparse representation-based multiple one-dimensional embedding , 2019, Int. J. Wavelets Multiresolution Inf. Process..

[15]  Gabriele Moser,et al.  Extraction of Spectral Channels From Hyperspectral Images for Classification Purposes , 2007, IEEE Transactions on Geoscience and Remote Sensing.

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

[17]  Fang Liu,et al.  Dimensionality Reduction of Hyperspectral Imagery Using Sparse Graph Learning , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[18]  Michael Elad,et al.  Image Processing Using Smooth Ordering of its Patches , 2012, IEEE Transactions on Image Processing.

[19]  G. Mercier,et al.  Support vector machines for hyperspectral image classification with spectral-based kernels , 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

[20]  Jon Atli Benediktsson,et al.  Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation , 2017, IEEE Transactions on Instrumentation and Measurement.

[21]  Jon Atli Benediktsson,et al.  Recent Advances in Techniques for Hyperspectral Image Processing , 2009 .

[22]  Yuan Yan Tang,et al.  Manifold-Based Sparse Representation for Hyperspectral Image Classification , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[23]  Jianzhong Wang,et al.  Semi-supervised learning using multiple one-dimensional embedding based adaptive interpolation , 2016, Int. J. Wavelets Multiresolution Inf. Process..

[24]  Yonghui Wang,et al.  Hyperspectral image feature classification using stationary wavelet transform , 2014, 2014 International Conference on Wavelet Analysis and Pattern Recognition.

[25]  Kurt McLaren,et al.  Comparing the effects of classification techniques on landscape-level assessments: pixel-based versus object-based classification , 2011 .

[26]  Jianzhong Wang.  Semi-supervised learning using ensembles of multiple 1D-embedding-based label boosting , 2016, Int. J. Wavelets Multiresolution Inf. Process..

[27]  Xiao Xiang Zhu,et al.  Unsupervised Spectral–Spatial Feature Learning via Deep Residual Conv–Deconv Network for Hyperspectral Image Classification , 2018, IEEE Transactions on Geoscience and Remote Sensing.

[28]  Jianzhong Wang,et al.  Randomized anisotropic transform for nonlinear dimensionality reduction , 2010 .

[29]  Banshidhar Majhi,et al.  Brain MR image classification using two-dimensional discrete wavelet transform and AdaBoost with random forests , 2016, Neurocomputing.

[30]  Lin Bai,et al.  Hyperspectral Image Classification Based on Different Affinity Metrics , 2018, 2018 International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR).

[31]  Deyu Meng,et al.  Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification , 2017, Neurocomputing.

[32]  Qian Du,et al.  Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[33]  Jon Atli Benediktsson,et al.  Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods , 2013, IEEE Signal Processing Magazine.

[34]  Saurabh Prasad,et al.  Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[35]  Lorenzo Bruzzone,et al.  Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[36]  Liangpei Zhang,et al.  Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary , 2014, IEEE Transactions on Geoscience and Remote Sensing.