Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classification

Image and Signal Processing for Remote Sensing XXV ◽

10.1117/12.2534643 ◽

2019 ◽

Author(s):

Akshara Preethy Byju ◽

Gencer Sumbul ◽

Begüm Demir ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Deep Neural Networks ◽

Remote Sensing Image ◽

Scene Classification ◽

Jpeg 2000 ◽

Wavelet Representation

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Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3007523 ◽

2020 ◽

pp. 1-15 ◽

Author(s):

Akshara Preethy Byju ◽

Gencer Sumbul ◽

Begum Demir ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Deep Neural Networks ◽

Remote Sensing Image ◽

Compressed Domain ◽

Scene Classification ◽

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Enhanced Interactive Remote Sensing Image Retrieval with Scene Classification Convolutional Neural Networks Model

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518388 ◽

2018 ◽

Author(s):

Yaakoub Boualleg ◽

Mohamed Farah

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Retrieval ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Scene Classification

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Application of deep neural networks in classification of medium resolution remote sensing image

Journal of Physics Conference Series ◽

10.1088/1742-6596/1682/1/012014 ◽

2020 ◽

Vol 1682 ◽

pp. 012014

Author(s):

Wang Dian-lai ◽

Su Ai-xia ◽

Liu Wen-ping

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Deep Neural Networks ◽

Remote Sensing Image ◽

Medium Resolution

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Feature Sparsity in Convolutional Neural Networks for Scene Classification of Remote Sensing Image

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8898875 ◽

2019 ◽

Author(s):

Wei Huang ◽

Qi Wang ◽

Xuelong Li

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Scene Classification

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Change Detection of Remote Sensing Image Based on Deep Neural Networks

Proceedings of the 2016 2nd International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2016) ◽

10.2991/aiie-16.2016.61 ◽

2016 ◽

Author(s):

Yan Chu ◽

Guo Cao ◽

Hassan Hayat

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Change Detection ◽

Deep Neural Networks ◽

Remote Sensing Image

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Remote Sensing Image Colorization Based on Deep Neural Networks with Multi-Scale Residual Receptive Filed

Journal of Computer-Aided Design & Computer Graphics ◽

10.3724/sp.j.1089.2021.18747 ◽

2021 ◽

Vol 33 (11) ◽

pp. 1658-1667

Author(s):

Jianan Feng ◽

Qian Jiang ◽

Xin Jin ◽

Shin-Jye Lee ◽

Shanshan Huang ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Deep Neural Networks ◽

Remote Sensing Image ◽

Image Colorization ◽

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Remote Sensing Image Scene Classification using Dilated Convolutional Neural Networks

International Journal of Emerging Trends in Engineering Research ◽

10.30534/ijeter/2020/120872020 ◽

2020 ◽

Vol 8 (7) ◽

pp. 3622-3630

Author(s):

Deepan P ◽

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Scene Classification

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High-Resolution Remote Sensing Image Scene Classification by Merging Multilevel Features of Convolutional Neural Networks

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-021-01310-z ◽

2021 ◽

Author(s):

Xiaoxia Zhang ◽

Yong Guo ◽

Xia Zhang

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Scene Classification

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Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2999962 ◽

2020 ◽

pp. 1-14

Author(s):

Yonghao Xu ◽

Bo Du ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Deep Neural Networks ◽

Scene Classification ◽

Adversarial Examples ◽

Attacks And Defenses

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MLRS-CNN-DWTPL: A New Enhanced Multi-Label Remote Sensing Scene Classification Using Deep Neural Networks with Wavelet Pooling Layers

10.1109/itc-egypt52936.2021.9513885 ◽

2021 ◽

Author(s):

Said E. El-Khamy ◽

Ahmad Al-Kabbany ◽

Shimaa EL-Bana

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Deep Neural Networks ◽

Scene Classification

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