Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326342 ◽

2015 ◽

Author(s):

Jiayi Li ◽

Hongyan Zhang ◽

Liangpei Zhang

Keyword(s):

Sparse Representation ◽

Hyperspectral Imagery ◽

Joint Sparse Representation ◽

Sparse Representation Classification

Download Full-text

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2013.2264720 ◽

2014 ◽

Vol 7 (6) ◽

pp. 2056-2065 ◽

Author(s):

Hongyan Zhang ◽

Jiayi Li ◽

Yuancheng Huang ◽

Liangpei Zhang

Keyword(s):

Sparse Representation ◽

Hyperspectral Imagery ◽

Classification Method ◽

Joint Sparse Representation ◽

Sparse Representation Classification

Download Full-text

Region-division-based joint sparse representation classification for hyperspectral images

IET Image Processing ◽

10.1049/iet-ipr.2018.6667 ◽

2019 ◽

Vol 13 (10) ◽

pp. 1694-1704 ◽

Author(s):

Jingwen Yan ◽

Hongda Chen ◽

Yikui Zhai ◽

Yinan Liu ◽

Lei Liu

Keyword(s):

Sparse Representation ◽

Hyperspectral Images ◽

Region Division ◽

Joint Sparse Representation ◽

Sparse Representation Classification

Download Full-text

Multi-task Joint Sparse Representation Classification Based on Fisher Discrimination Dictionary Learning

Computers Materials & Continua ◽

10.32604/cmc.2018.02408 ◽

2018 ◽

Vol 57 (1) ◽

pp. 25-48 ◽

Author(s):

Rui Wang ◽

Miaomiao Shen ◽

Yanping Li ◽

Samuel GOMES

Keyword(s):

Sparse Representation ◽

Dictionary Learning ◽

Joint Sparse Representation ◽

Sparse Representation Classification

Download Full-text

2D Gabor-Based Sparse Representation Classification for Hyperspectral Imagery

2018 Digital Image Computing: Techniques and Applications (DICTA) ◽

10.1109/dicta.2018.8615861 ◽

2018 ◽

Author(s):

Kuilin Wu ◽

Sen Jia

Keyword(s):

Sparse Representation ◽

Hyperspectral Imagery ◽

Sparse Representation Classification

Download Full-text

Chemical plume detection in hyperspectral imagery via joint sparse representation

MILCOM 2012 - 2012 IEEE Military Communications Conference ◽

10.1109/milcom.2012.6415867 ◽

2012 ◽

Author(s):

Minh Dao ◽

Dzung Nguyen ◽

Trac Tran ◽

Sang Chin

Keyword(s):

Sparse Representation ◽

Hyperspectral Imagery ◽

Joint Sparse Representation ◽

Download Full-text

Adaptive and Rotating Non-local Weighted Joint Sparse Representation Classification for Hyperspectral Images

Lecture Notes in Computer Science - Image and Graphics ◽

10.1007/978-3-030-34110-7_32 ◽

2019 ◽

pp. 387-399

Author(s):

Jingwen Yan ◽

Hongda Chen ◽

Zixin Xie ◽

Lei Liu

Keyword(s):

Sparse Representation ◽

Hyperspectral Images ◽

Joint Sparse Representation ◽

Sparse Representation Classification ◽

Download Full-text

Multi-feature hyperspectral image classification with L2,1 norm constrained joint sparse representation

International Journal of Remote Sensing ◽

10.1080/01431161.2021.1890854 ◽

2021 ◽

Vol 42 (12) ◽

pp. 4789-4808

Author(s):

Chengkun Zhang ◽

Min Han

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

Download Full-text

Joint sparse representation of hyperspectral image classification based on optimized dictionary

2020 IEEE 3rd International Conference on Electronic Information and Communication Technology (ICEICT) ◽

10.1109/iceict51264.2020.9334331 ◽

2020 ◽

Author(s):

Yueying Zhang ◽

Ming Zhang ◽

Zhen Qin ◽

Yu Zheng ◽

Wenwen Chen ◽

...

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

Download Full-text

Joint Sparse Representation and Multitask Learning for Hyperspectral Anomaly Detection

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

10.1109/igarss39084.2020.9323657 ◽

2020 ◽

Author(s):

Yuxiang Zhang ◽

Kai He ◽

Yanni Dong ◽

Ke Wu ◽

Tao Chen

Keyword(s):

Anomaly Detection ◽

Sparse Representation ◽

Multitask Learning ◽

Joint Sparse Representation

Download Full-text

Supervised Dimensionality Reduction of Hyperspectral Imagery via Local and Global Sparse Representation

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3069030 ◽

2021 ◽

pp. 1-1

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Xiaobin Hong ◽

Yongqiang Chen ◽

Yuezhen Huang ◽

...

Keyword(s):

Dimensionality Reduction ◽

Sparse Representation ◽

Hyperspectral Imagery

Download Full-text