Exploring multiscale object-based convolutional neural network (multi-OCNN) for remote sensing image classification at high spatial resolution

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2020.08.004 ◽

2020 ◽

Vol 168 ◽

pp. 56-73 ◽

Author(s):

Vitor S. Martins ◽

Amy L. Kaleita ◽

Brian K. Gelder ◽

Hilton L.F. da Silveira ◽

Camila A. Abe

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Spatial Resolution ◽

High Spatial Resolution ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

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An object-based and heterogeneous segment filter convolutional neural network for high-resolution remote sensing image classiﬁcation

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1584687 ◽

2019 ◽

Vol 40 (15) ◽

pp. 5892-5916 ◽

Author(s):

Xin Pan ◽

Jian Zhao ◽

Jun Xu

Keyword(s):

Neural Network ◽

Remote Sensing ◽

High Resolution ◽

Convolutional Neural Network ◽

Image Classification ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

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Parametric study of convolutional neural network based remote sensing image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2020.1857877 ◽

2021 ◽

Vol 42 (7) ◽

pp. 2663-2685

Author(s):

Achala Shakya ◽

Mantosh Biswas ◽

Mahesh Pal

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Parametric Study ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Improved convolutional neural network in remote sensing image classification

Neural Computing and Applications ◽

10.1007/s00521-020-04931-6 ◽

2020 ◽

Author(s):

Binghui Xu

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Hardware Implementation of Convolutional Neural Network-Based Remote Sensing Image Classification Method

Lecture Notes in Electrical Engineering - Communications, Signal Processing, and Systems ◽

10.1007/978-981-13-6504-1_19 ◽

2019 ◽

pp. 140-148

Author(s):

Lei Chen ◽

Xin Wei ◽

Wenchao Liu ◽

He Chen ◽

Liang Chen

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Hardware Implementation ◽

Remote Sensing Image ◽

Classification Method ◽

Remote Sensing Image Classification

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High Spatial Resolution Remote Sensing Image Classification Based on Deep Learning

Acta Optica Sinica ◽

10.3788/aos201636.0428001 ◽

2016 ◽

Vol 36 (4) ◽

pp. 0428001 ◽

Author(s):

刘大伟 Liu Dawei ◽

韩玲 Han Ling ◽

韩晓勇 Han Xiaoyong

Keyword(s):

Remote Sensing ◽

Deep Learning ◽

Image Classification ◽

Spatial Resolution ◽

High Spatial Resolution ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Analysis of various optimizers on deep convolutional neural network model in the application of hyperspectral remote sensing image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1694725 ◽

2019 ◽

Vol 41 (7) ◽

pp. 2664-2683 ◽

Author(s):

Somenath Bera ◽

Vimal K. Shrivastava

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Network Model ◽

Neural Network Model ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Hyperspectral remote sensing image classification based on dense residual three-dimensional convolutional neural network

Multimedia Tools and Applications ◽

10.1007/s11042-020-09480-7 ◽

2020 ◽

Author(s):

Suting Chen ◽

Meng Jin ◽

Jie Ding

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Three Dimensional ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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High-Resolution Remote Sensing Image Classification Method Based on Convolutional Neural Network and Restricted Conditional Random Field

Remote Sensing ◽

10.3390/rs10060920 ◽

2018 ◽

Vol 10 (6) ◽

pp. 920 ◽

Author(s):

Xin Pan ◽

Jian Zhao

Keyword(s):

Neural Network ◽

Remote Sensing ◽

High Resolution ◽

Convolutional Neural Network ◽

Random Field ◽

Image Classification ◽

Conditional Random Field ◽

Remote Sensing Image ◽

Classification Method ◽

Remote Sensing Image Classification

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Deeply Fine-Tune a Convolutional Neural Network in Remote Sensing Image Classification: Easter Africa Countries (EAC)

10.1109/prml52754.2021.9520703 ◽

2021 ◽

Author(s):

Musabe J. Bosco ◽

Wang Guoyin

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

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Remote sensing image classification algorithm based on ridge wave sparse collaborative representation convolutional neural network

Multimedia Tools and Applications ◽

10.1007/s11042-021-11406-w ◽

2021 ◽

Author(s):

Fengping An ◽

Jun-e Liu

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Remote Sensing Image ◽

Classification Algorithm ◽

Collaborative Representation ◽

Remote Sensing Image Classification

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