Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification

Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications ◽

10.5220/0007258000750082 ◽

2019 ◽

Author(s):

Muhammad Ahmad ◽

Adil Khan ◽

Manuel Mazzara ◽

Salvatore Distefano

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Learning Machine

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Extreme Learning Machine-Based Ensemble Transfer Learning for Hyperspectral Image Classification

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

10.1109/jstars.2020.3006879 ◽

2020 ◽

Vol 13 ◽

pp. 3892-3902

Author(s):

Xiaobo Liu ◽

Qiubo Hu ◽

Yaoming Cai ◽

Zhihua Cai

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Transfer Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Learning Machine

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Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification

Advances in Brain Inspired Cognitive Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00563-4_38 ◽

2018 ◽

pp. 394-401 ◽

Author(s):

Zhijing Yang ◽

Faxian Cao ◽

Jaime Zabalza ◽

Weizhao Chen ◽

Jiangzhong Cao

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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Kernel Extreme Learning Machine joint Spatial-spectral Information for Hyperspectral Image Classification

2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) ◽

10.23919/apsipa.2018.8659794 ◽

2018 ◽

Author(s):

Xumin Yu ◽

Yan Feng ◽

Zhongliang Wang ◽

Yanlong Gao

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Spectral Information ◽

Hyperspectral Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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Hyperspectral image classification using FPCA-based kernel extreme learning machine

Optik ◽

10.1016/j.ijleo.2015.07.184 ◽

2015 ◽

Vol 126 (23) ◽

pp. 3942-3948 ◽

Author(s):

Yantao Wei ◽

Guangrun Xiao ◽

He Deng ◽

Hong Chen ◽

Mingwen Tong ◽

...

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification

Optik ◽

10.1016/j.ijleo.2019.163712 ◽

2020 ◽

Vol 206 ◽

pp. 163712 ◽

Author(s):

Muhammad Ahmad ◽

Sidrah Shabbir ◽

Diego Oliva ◽

Manuel Mazzara ◽

Salvatore Distefano

Keyword(s):

Active Learning ◽

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Learning Machine

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Extreme Learning Machine With Composite Kernels for Hyperspectral Image Classification

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

10.1109/jstars.2014.2359965 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2351-2360 ◽

Author(s):

Yicong Zhou ◽

Jiangtao Peng ◽

C. L. Philip Chen

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Learning Machine

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Hyperspectral image classification via kernel extreme learning machine using local receptive fields

2016 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2016.7532358 ◽

2016 ◽

Author(s):

Qi Lv ◽

Xin Niu ◽

Yong Dou ◽

Yueqing Wang ◽

Jiaqing Xu ◽

...

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Receptive Fields ◽

Hyperspectral Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine ◽

Local Receptive Fields

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Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451525 ◽

2018 ◽

Author(s):

Jinhuan Xu ◽

Pengfei Liu ◽

Le Sun ◽

Liang Xiao

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Pairwise Constraint ◽

Hyperspectral Image Classification ◽

Learning Machine

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Hyperspectral image classification with hybrid kernel extreme learning machine

2017 25th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2017.7960244 ◽

2017 ◽

Author(s):

Ugur Ergul ◽

Gokhan Bilgin

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine ◽

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Improving the performance of extreme learning machine for hyperspectral image classification

10.1117/12.2178013 ◽

2015 ◽

Author(s):

Jiaojiao Li ◽

Qian Du ◽

Wei Li ◽

Yunsong Li

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Learning Machine

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