Hyperspectral remote sensing image classification based on random average band selection and an ensemble kernel extreme learning machine

Ba Tuan Le; Thai Thuy Lam Ha

doi:10.1364/ao.386972

Hyperspectral remote sensing image classification based on random average band selection and an ensemble kernel extreme learning machine

Applied Optics ◽

10.1364/ao.386972 ◽

2020 ◽

Vol 59 (13) ◽

pp. 4151

Author(s):

Ba Tuan Le ◽

Thai Thuy Lam Ha

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Extreme Learning Machine ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Band Selection ◽

Remote Sensing Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine ◽

Hyperspectral Remote Sensing Image

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Hyperspectral remote sensing image classification with information discriminative extreme learning machine

Multimedia Tools and Applications ◽

10.1007/s11042-017-4494-3 ◽

2017 ◽

Vol 77 (5) ◽

pp. 5803-5818 ◽

Cited By ~ 4

Author(s):

Deqin Yan ◽

Yonghe Chu ◽

Lina Li ◽

Deshan Liu

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Extreme Learning Machine ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Learning Machine ◽

Hyperspectral Remote Sensing Image

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Improved whale optimization based band selection for hyperspectral remote sensing image classification

Infrared Physics & Technology ◽

10.1016/j.infrared.2021.103948 ◽

2021 ◽

pp. 103948

Author(s):

PrabukumarManoharan ◽

Phaneendra Kumar L N Boggavarapu

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Band Selection ◽

Remote Sensing Image Classification ◽

Whale Optimization ◽

Selection For ◽

Hyperspectral Remote Sensing Image

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Hyperspectral remote sensing image classification using combinatorial optimisation based un-supervised band selection and CNN

IET Image Processing ◽

10.1049/iet-ipr.2020.0728 ◽

2020 ◽

Author(s):

Radhesyam Vaddi ◽

Prabukumar Manoharan

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Combinatorial Optimisation ◽

Band Selection ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Wavelet enabled ranking and clustering-based band selection and three-dimensional spatial feature extraction for hyperspectral remote sensing image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.15.044506 ◽

2021 ◽

Vol 15 (04) ◽

Author(s):

Prabukumar Manoharan ◽

Radhesyam Vaddi

Keyword(s):

Remote Sensing ◽

Feature Extraction ◽

Image Classification ◽

Three Dimensional ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Band Selection ◽

Spatial Feature ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Stack Attention-Pruning Aggregates Multiscale Graph Convolution Networks for Hyperspectral Remote Sensing Image Classification

IEEE Access ◽

10.1109/access.2021.3061489 ◽

2021 ◽

Vol 9 ◽

pp. 44974-44988

Author(s):

Na Liu ◽

Bin Zhang ◽

Qiuhuan Ma ◽

Qingqing Zhu ◽

Xiaoling Liu

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2011.2162339 ◽

2012 ◽

Vol 50 (3) ◽

pp. 879-893 ◽

Cited By ~ 290

Author(s):

Lefei Zhang ◽

Liangpei Zhang ◽

Dacheng Tao ◽

Xin Huang

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Multiple Features ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Hyperspectral remote sensing image classification based on decision level fusion

Chinese Optics Letters ◽

10.3788/col201109.031002 ◽

2011 ◽

Vol 9 (3) ◽

pp. 031002-31005 ◽

Cited By ~ 4

Author(s):

杜培军 Peijun Du ◽

张伟 Wei Zhang ◽

夏俊士 Junshi Xia

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Decision Level ◽

Remote Sensing Image Classification ◽

Decision Level Fusion ◽

Hyperspectral Remote Sensing Image ◽

Level Fusion

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GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification

Computer Analysis of Images and Patterns - Lecture Notes in Computer Science ◽

10.1007/978-3-319-64698-5_25 ◽

2017 ◽

pp. 296-306 ◽

Cited By ~ 2

Author(s):

AmirAbbas Davari ◽

Vincent Christlein ◽

Sulaiman Vesal ◽

Andreas Maier ◽

Christian Riess

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Training Data ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Remote Sensing Image Classification Algorithm Based on Texture Feature and Extreme Learning Machine

Computers Materials & Continua ◽

10.32604/cmc.2020.011308 ◽

2020 ◽

Vol 65 (2) ◽

pp. 1385-1395

Author(s):

Xiangchun Liu ◽

Jing Yu ◽

Wei Song ◽

Xiaobing Zhao ◽

Lizhi Zhao ◽

...

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Extreme Learning Machine ◽

Texture Feature ◽

Remote Sensing Image ◽

Classification Algorithm ◽

Remote Sensing Image Classification ◽

Learning Machine

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Hyperspectral Remote Sensing Image Classification Algorithm Based on Nonlocal Mode Feature Fusion

Laser & Optoelectronics Progress ◽

10.3788/lop57.061017 ◽

2020 ◽

Vol 57 (6) ◽

pp. 061017

Author(s):

刘洪超 Liu Hongchao ◽

董安国 Dong Anguo

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Feature Fusion ◽

Remote Sensing Image ◽

Classification Algorithm ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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