Hyperspectral image classification using a spectral–spatial random walker method

International Journal of Remote Sensing ◽

10.1080/01431161.2018.1553324 ◽

2018 ◽

Vol 40 (10) ◽

pp. 3948-3967 ◽

Author(s):

Elham Kordi Ghasrodashti

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Download Full-text

Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2889195 ◽

2019 ◽

Vol 57 (6) ◽

pp. 3952-3966 ◽

Author(s):

Yao Qin ◽

Lorenzo Bruzzone ◽

Biao Li ◽

Yuanxin Ye

Keyword(s):

Collaborative Learning ◽

Correlation Analysis ◽

Image Classification ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Random Walker ◽

Download Full-text

Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2604290 ◽

2017 ◽

Vol 55 (1) ◽

pp. 212-222 ◽

Author(s):

Bin Sun ◽

Xudong Kang ◽

Shutao Li ◽

Jon Atli Benediktsson

Keyword(s):

Collaborative Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Download Full-text

Superpixel-Based Extended Random Walker for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2796069 ◽

2018 ◽

Vol 56 (6) ◽

pp. 3233-3243 ◽

Author(s):

Binge Cui ◽

Xiaoyun Xie ◽

Xiudan Ma ◽

Guangbo Ren ◽

Yi Ma

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Download Full-text

Random walker with spatial constraint and hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2015.1034883 ◽

2015 ◽

Vol 6 (4) ◽

pp. 331-340

Author(s):

Zhiyong Xiao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Constraint ◽

Hyperspectral Image Classification ◽

Download Full-text

Hyperspectral image classification based on active learning

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.03441 ◽

2013 ◽

Vol 33 (12) ◽

pp. 3441-3443

Author(s):

Zedong HAO ◽

Songsong YU ◽

Jihong GUAN

Keyword(s):

Active Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text

A real-time FPGA accelerated stream processing for hyperspectral image classification

Geocarto International ◽

10.1080/10106049.2020.1713231 ◽

2020 ◽

pp. 1-18

Author(s):

Dubacharla Gyaneshwar ◽

Rama Rao Nidamanuri

Keyword(s):

Image Classification ◽

Real Time ◽

Hyperspectral Image ◽

Stream Processing ◽

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

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

Deep Manifold Embedding for Hyperspectral Image Classification

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3069790 ◽

2021 ◽

pp. 1-14

Author(s):

Zhiqiang Gong ◽

Weidong Hu ◽

Xiaoyong Du ◽

Ping Zhong ◽

Panhe Hu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Manifold Embedding

Download Full-text

Unified active and semi-supervised learning for hyperspectral image classification

GeoInformatica ◽

10.1007/s10707-021-00443-0 ◽

2021 ◽

Author(s):

Zengmao Wang ◽

Bo Du

Keyword(s):

Image Classification ◽

Supervised Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text