Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2957135 ◽

2020 ◽

Vol 58 (6) ◽

pp. 3778-3790 ◽

Author(s):

Hongjun Su ◽

Yao Yu ◽

Qian Du ◽

Peijun Du

Keyword(s):

Image Classification ◽

Ensemble Learning ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Probabilistic-Kernel Collaborative Representation for Spatial–Spectral Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2500680 ◽

2016 ◽

Vol 54 (4) ◽

pp. 2371-2384 ◽

Author(s):

Jianjun Liu ◽

Zebin Wu ◽

Jun Li ◽

Antonio Plaza ◽

Yunhao Yuan

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Joint Group Sparse Collaborative Representation for Hyperspectral Image Classification

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323408 ◽

2020 ◽

Author(s):

Qing Tian ◽

Juan Zhao ◽

Xia Bai

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification ◽

Download Full-text

Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm

Applied Intelligence ◽

10.1007/s10489-018-1200-8 ◽

2018 ◽

Vol 48 (11) ◽

pp. 4128-4148 ◽

Author(s):

Yongming Li ◽

Tingjie Xie ◽

Pin Wang ◽

Jie Wang ◽

Shujun Liu ◽

...

Keyword(s):

Image Classification ◽

Ensemble Learning ◽

Hyperspectral Image ◽

Learning Algorithm ◽

Hyperspectral Image Classification ◽

Ensemble Learning Algorithm

Download Full-text

Structure-Aware Collaborative Representation for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2912507 ◽

2019 ◽

Vol 57 (9) ◽

pp. 7246-7261 ◽

Author(s):

Wei Li ◽

Yuxiang Zhang ◽

Na Liu ◽

Qian Du ◽

Ran Tao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Spatial aware probabilistic multi-kernel collaborative representation for hyperspectral image classification using few labelled samples

International Journal of Remote Sensing ◽

10.1080/01431161.2020.1823516 ◽

2020 ◽

Vol 42 (3) ◽

pp. 839-864

Author(s):

Ali Can Karaca

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2906839 ◽

2019 ◽

Vol 16 (11) ◽

pp. 1746-1750

Author(s):

Yan Xu ◽

Qian Du ◽

Wei Li ◽

Nicolas H. Younan

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Joint Collaborative Representation With Shape Adaptive Region and Locally Adaptive Dictionary for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2929840 ◽

2020 ◽

Vol 17 (4) ◽

pp. 671-675 ◽

Author(s):

Jinghui Yang ◽

Jinxi Qian

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification ◽

Locally Adaptive

Download Full-text

Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2916329 ◽

2019 ◽

Vol 57 (10) ◽

pp. 7770-7784 ◽

Author(s):

Sen Jia ◽

Xianglong Deng ◽

Jiasong Zhu ◽

Meng Xu ◽

Jun Zhou ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Superpixel-guided multiscale kernel collaborative representation for hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2016.1207257 ◽

2016 ◽

Vol 7 (10) ◽

pp. 975-984 ◽

Author(s):

Jianjun Liu ◽

Zhiyong Xiao ◽

Liang Xiao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text

Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2800080 ◽

2018 ◽

Vol 15 (4) ◽

pp. 587-591 ◽

Author(s):

Yong Ma ◽

Chang Li ◽

Hao Li ◽

Xiaoguang Mei ◽

Jiayi Ma

Keyword(s):

Image Classification ◽

Tikhonov Regularization ◽

Hyperspectral Image ◽

Collaborative Representation ◽

Hyperspectral Image Classification

Download Full-text