Design and Implementation of Novel Agricultural Remote Sensing Image Classification Framework through Deep Neural Network and Multi-Feature Analysis

Proceedings of the 2015 International conference on Applied Science and Engineering Innovation ◽

10.2991/asei-15.2015.201 ◽

2015 ◽

Author(s):

Youzhi Zhang

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Image Classification ◽

Deep Neural Network ◽

Remote Sensing Image ◽

Feature Analysis ◽

Design And Implementation ◽

Classification Framework ◽

Remote Sensing Image Classification

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High-Resolution Remote Sensing Image Classification through Deep Neural Network

2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) ◽

10.1109/icodt252288.2021.9441541 ◽

2021 ◽

Author(s):

Shafaq Rasheed ◽

Fawad ◽

Muhammad Adeel Asghar ◽

Saqlain Razzaq ◽

Mehwish Anwar

Keyword(s):

Neural Network ◽

Remote Sensing ◽

High Resolution ◽

Image Classification ◽

Deep Neural Network ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Remote sensing image classification method based on active-learning deep neural network

Optoelectronic Imaging and Multimedia Technology V ◽

10.1117/12.2504455 ◽

2018 ◽

Author(s):

junqiu zou ◽

Wen Xiao ◽

Kuan Xu

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Active Learning ◽

Image Classification ◽

Deep Neural Network ◽

Remote Sensing Image ◽

Classification Method ◽

Remote Sensing Image Classification

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Simplified object-based deep neural network for very high resolution remote sensing image classification

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2021.09.014 ◽

2021 ◽

Vol 181 ◽

pp. 218-237

Author(s):

Xin Pan ◽

Ce Zhang ◽

Jun Xu ◽

Jian Zhao

Keyword(s):

Neural Network ◽

Remote Sensing ◽

High Resolution ◽

Image Classification ◽

Deep Neural Network ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

Object Based ◽

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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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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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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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Remote sensing image classification based on RBF neural network based on fuzzy C-means clustering algorithm

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-179579 ◽

2020 ◽

Vol 38 (4) ◽

pp. 3567-3574

Author(s):

Changqing Yu ◽

Liguang Wang ◽

Jiong Zhao ◽

Li Hao ◽

Yafeng Shen

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Image Classification ◽

Clustering Algorithm ◽

Rbf Neural Network ◽

Remote Sensing Image ◽

Fuzzy C Means ◽

Remote Sensing Image Classification ◽

Fuzzy C Means Clustering

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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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