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EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2019-07, Vol.12 (7), p.2217-2226

2019

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Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study

Sensors (Basel, Switzerland), 2021-12, Vol.21 (23), p.8083

2021

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Exploring the participation of young citizen scientists in scientific research: The case of iNaturalist

PloS one, 2021-01, Vol.16 (1), p.e0245682-e0245682

2021

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Development and comparison of circulation type classifications using the COST 733 dataset and software

International journal of climatology, 2016-06, Vol.36 (7), p.2673-2691

2016

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CloudNet: Ground‐Based Cloud Classification With Deep Convolutional Neural Network

Geophysical research letters, 2018-08, Vol.45 (16), p.8665-8672

2018

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Statistical Detection Theory Approach to Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2019-04, Vol.57 (4), p.2057-2074

Chang, Chein-I

2019

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Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1070

2020

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Hyperspectral Image Classification With Attention-Aided CNNs

IEEE transactions on geoscience and remote sensing, 2021-03, Vol.59 (3), p.2281-2293

2021

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Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning

IEEE transactions on geoscience and remote sensing, 2021-06, Vol.59 (6), p.5085-5102

2021

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Recent Advances on Spectral-Spatial Hyperspectral Image Classification: An Overview and New Guidelines

IEEE transactions on geoscience and remote sensing, 2018-03, Vol.56 (3), p.1579-1597

2018

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MHANet: A hybrid attention mechanism for retinal diseases classification

PloS one, 2021-12, Vol.16 (12), p.e0261285-e0261285

2021

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Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

ISPRS international journal of geo-information, 2018-04, Vol.7 (4), p.129

2018

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Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering

IEEE transactions on geoscience and remote sensing, 2022-01, Vol.60, p.1-15

2022

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Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2020-06, Vol.58 (6), p.3791-3808

2020

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Hyperspectral Imagery Classification Based on Contrastive Learning

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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Isoflavones

Molecules (Basel, Switzerland), 2019-03, Vol.24 (6), p.1076

2019

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Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.2966

2022

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Graph Convolutional Networks for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2021-07, Vol.59 (7), p.5966-5978

2021

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On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network

PloS one, 2020-09, Vol.15 (9), p.e0239746-e0239746

2020

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Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification

IEEE transactions on geoscience and remote sensing, 2019-09, Vol.57 (9), p.6530-6541

2019

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A Novel Method for Classifying Liver and Brain Tumors Using Convolutional Neural Networks, Discrete Wavelet Transform and Long Short-Term Memory Networks

Sensors (Basel, Switzerland), 2019-04, Vol.19 (9), p.1992

2019

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Spectral-Spatial Hyperspectral Classification via Structural-Kernel Collaborative Representation

IEEE geoscience and remote sensing letters, 2021-05, Vol.18 (5), p.861-865

2021

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Dual-View Spectral and Global Spatial Feature Fusion Network for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers

IEEE transactions on geoscience and remote sensing, 2022-01, Vol.60, p.1-15

2022

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Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-16

2023

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EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study

Exploring the participation of young citizen scientists in scientific research: The case of iNaturalist

Development and comparison of circulation type classifications using the COST 733 dataset and software

CloudNet: Ground‐Based Cloud Classification With Deep Convolutional Neural Network

Statistical Detection Theory Approach to Hyperspectral Image Classification

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Hyperspectral Image Classification With Attention-Aided CNNs

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning

Recent Advances on Spectral-Spatial Hyperspectral Image Classification: An Overview and New Guidelines

MHANet: A hybrid attention mechanism for retinal diseases classification

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering

Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification

Hyperspectral Imagery Classification Based on Contrastive Learning

Isoflavones

Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images

Graph Convolutional Networks for Hyperspectral Image Classification

On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network

Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification

A Novel Method for Classifying Liver and Brain Tumors Using Convolutional Neural Networks, Discrete Wavelet Transform and Long Short-Term Memory Networks

Spectral-Spatial Hyperspectral Classification via Structural-Kernel Collaborative Representation

Dual-View Spectral and Global Spatial Feature Fusion Network for Hyperspectral Image Classification

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers

Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification

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