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Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
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Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen ; Hanlu Jiang ; Chunyang Li ; Xiuping Jia ; Ghamisi, Pedram

IEEE transactions on geoscience and remote sensing, 2016-10, Vol.54 (10), p.6232-6251 [Revista revisada por pares]

New York: IEEE

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12
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities
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Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

Cheng, Gong ; Xie, Xingxing ; Han, Junwei ; Guo, Lei ; Xia, Gui-Song

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3735-3756 [Revista revisada por pares]

Piscataway: IEEE

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13
On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network
On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network
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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

Minallah, Nasru ; Tariq, Mohsin ; Aziz, Najam ; Khan, Waleed ; Rehman, Atiq Ur ; Belhaouari, Samir Brahim Damasevicius, Robertas

PloS one, 2020-09, Vol.15 (9), p.e0239746-e0239746 [Revista revisada por pares]

United States: Public Library of Science

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14
Evaluating the Visualization of What a Deep Neural Network Has Learned
Evaluating the Visualization of What a Deep Neural Network Has Learned
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Evaluating the Visualization of What a Deep Neural Network Has Learned

Samek, Wojciech ; Binder, Alexander ; Montavon, Gregoire ; Lapuschkin, Sebastian ; Muller, Klaus-Robert

IEEE transaction on neural networks and learning systems, 2017-11, Vol.28 (11), p.2660-2673

United States: IEEE

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15
When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs
When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs
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When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

Cheng, Gong ; Yang, Ceyuan ; Yao, Xiwen ; Guo, Lei ; Han, Junwei

IEEE transactions on geoscience and remote sensing, 2018-05, Vol.56 (5), p.2811-2821 [Revista revisada por pares]

New York: IEEE

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16
Multi-class multi-level classification algorithm for skin lesions classification using machine learning techniques
Multi-class multi-level classification algorithm for skin lesions classification using machine learning techniques
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Multi-class multi-level classification algorithm for skin lesions classification using machine learning techniques

Hameed, Nazia ; Shabut, Antesar M. ; Ghosh, Miltu K. ; Hossain, M.A.

Expert systems with applications, 2020-03, Vol.141, p.112961, Article 112961 [Revista revisada por pares]

New York: Elsevier Ltd

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17
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
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Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

Wen, Junhao ; Thibeau-Sutre, Elina ; Diaz-Melo, Mauricio ; Samper-González, Jorge ; Routier, Alexandre ; Bottani, Simona ; Dormont, Didier ; Durrleman, Stanley ; Burgos, Ninon ; Colliot, Olivier

Medical image analysis, 2020-07, Vol.63, p.101694-101694, Article 101694 [Revista revisada por pares]

Netherlands: Elsevier B.V

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18
Places: A 10 Million Image Database for Scene Recognition
Places: A 10 Million Image Database for Scene Recognition
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Places: A 10 Million Image Database for Scene Recognition

Zhou, Bolei ; Lapedriza, Agata ; Khosla, Aditya ; Oliva, Aude ; Torralba, Antonio

IEEE transactions on pattern analysis and machine intelligence, 2018-06, Vol.40 (6), p.1452-1464 [Revista revisada por pares]

United States: IEEE

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19
Deep Subdomain Adaptation Network for Image Classification
Deep Subdomain Adaptation Network for Image Classification
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Deep Subdomain Adaptation Network for Image Classification

Zhu, Yongchun ; Zhuang, Fuzhen ; Wang, Jindong ; Ke, Guolin ; Chen, Jingwu ; Bian, Jiang ; Xiong, Hui ; He, Qing

IEEE transaction on neural networks and learning systems, 2021-04, Vol.32 (4), p.1713-1722

United States: IEEE

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20
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review
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Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

Sheykhmousa, Mohammadreza ; Mahdianpari, Masoud ; Ghanbari, Hamid ; Mohammadimanesh, Fariba ; Ghamisi, Pedram ; Homayouni, Saeid

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.6308-6325 [Revista revisada por pares]

Piscataway: IEEE

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