Hyperspectral Image Classification VIA a Joint Sparsity and Spatial Correlation Model

2018 10th International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp.2018.8555626 ◽

2018 ◽

Author(s):

Xiaoli Yang ◽

Zeng Li ◽

Jie Chen ◽

Yi Zhang

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Correlation Model ◽

Hyperspectral Image Classification ◽

Download Full-text

Hyperspectral image classification based on joint sparsity model with low-dimensional spectral–spatial features

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.11.015010 ◽

2017 ◽

Vol 11 (1) ◽

pp. 015010 ◽

Author(s):

Pin Wang ◽

Sha Xu ◽

Yongming Li ◽

Jie Wang ◽

Shujun Liu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparsity ◽

Spatial Features ◽

Low Dimensional

Download Full-text

Hyperspectral Image Classification by Using Pixel Spatial Correlation

Lecture Notes in Computer Science - Advances in Multimedia Modeling ◽

10.1007/978-3-642-35725-1_13 ◽

2013 ◽

pp. 141-151 ◽

Author(s):

Yue Gao ◽

Tat-Seng Chua

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text

Robust joint sparsity model for hyperspectral image classification

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8296859 ◽

2017 ◽

Author(s):

Shaoguang Huang ◽

Hongyan Zhang ◽

Wenzhi Liao ◽

Aleksandra Pizurica

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Download Full-text

Exploiting Spatial Correlation of Spectral Signature for Training Data Selection in Hyperspectral Image Classification

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_19 ◽

2016 ◽

pp. 295-309 ◽

Author(s):

Annalisa Appice ◽

Pietro Guccione

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Training Data ◽

Data Selection ◽

Spectral Signature ◽

Hyperspectral Image Classification ◽

Training Data Selection

Download Full-text

Hyperspectral image classification based on bilateral filter with linear spatial correlation information

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1597301 ◽

2019 ◽

Vol 40 (17) ◽

pp. 6861-6883 ◽

Author(s):

Jianshang Liao ◽

Liguo Wang ◽

Genping Zhao ◽

Siyuan Hao

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Bilateral Filter ◽

Hyperspectral Image Classification ◽

Correlation Information

Download Full-text

Hyperspectral image classification based on adaptive optimisation of morphological profile and spatial correlation information

International Journal of Remote Sensing ◽

10.1080/01431161.2018.1508913 ◽

2018 ◽

Vol 39 (23) ◽

pp. 9159-9180 ◽

Author(s):

Jianshang Liao ◽

Liguo Wang ◽

Siyuan Hao

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Correlation Information

Download Full-text

Distributed parallel optimization of hyperspectral image classification based on spatial correlation regularized sparse representation

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127677 ◽

2017 ◽

Author(s):

Junling Shen ◽

Zekun Kang ◽

Zebin Wu ◽

Zhihui Wei ◽

Yaoqin Zhu

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Parallel Optimization ◽

Hyperspectral Image Classification

Download Full-text

Spatial Correlation Constrained Sparse Representation for Hyperspectral Image Classification

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2012.00577 ◽

2013 ◽

Vol 34 (11) ◽

pp. 2666-2671 ◽

Author(s):

Jian-jun Liu ◽

Ze-bin Wu ◽

Zhi-hui Wei ◽

Liang Xiao ◽

Le Sun

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text

Super-resolution algorithm based on sub-pixels spatial Correlation for hyperspectral image classification

2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) ◽

10.1109/atsip.2016.7523154 ◽

2016 ◽

Author(s):

B. Msellmi ◽

Z. B. Rabah ◽

I. R. Farah

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Super Resolution ◽

Hyperspectral Image Classification ◽

Resolution Algorithm

Download Full-text

Adaptive Hyperspectral Image Classification Based on the Fusion of Manifolds Filter and Spatial Correlation Features

IEEE Access ◽

10.1109/access.2020.2993864 ◽

2020 ◽

Vol 8 ◽

pp. 90390-90409 ◽

Author(s):

Jianshang Liao ◽

Liguo Wang

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text