Polsar Image Classification via Complex-Valued Convolutional Neural Network Combining Measured Data and Artificial Features

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

10.1109/igarss.2019.8898978 ◽

2019 ◽

Author(s):

Xianxiang Qin ◽

Tao Hu ◽

Huanxin Zou ◽

Wangsheng Yu ◽

Peng Wang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Measured Data ◽

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PolSAR image classification based on complex-valued convolutional neural network and Markov random field

Fourth International Workshop on Pattern Recognition ◽

10.1117/12.2540913 ◽

2019 ◽

Author(s):

Xianxiang Qin ◽

Wangsheng Yu ◽

Peng Wang ◽

Tianping Chen ◽

Huanxin Zou

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Random Field ◽

Image Classification ◽

Markov Random Field ◽

Markov Random ◽

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Complex-Valued Convolutional Neural Network and Its Application in Polarimetric SAR Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2743222 ◽

2017 ◽

Vol 55 (12) ◽

pp. 7177-7188 ◽

Author(s):

Zhimian Zhang ◽

Haipeng Wang ◽

Feng Xu ◽

Ya-Qiu Jin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Sar Image ◽

Polarimetric Sar ◽

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Polsar Image Classification via Complex-Valued Multi-Scale Convolutional Neural Network

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323621 ◽

2020 ◽

Author(s):

Lamei Zhang ◽

Siyu Zhang ◽

Hongwei Dong ◽

Da Lu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Multi Scale ◽

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A Complex-Valued Convolutional Neural Network with Different Activation Functions in Polarimetric SAR Image Classification

2019 International Radar Conference (RADAR) ◽

10.1109/radar41533.2019.171298 ◽

2019 ◽

Author(s):

Yun Zhang ◽

Qinglong Hua ◽

Dan Xu ◽

Hongbo Li ◽

HuiLin Mu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Sar Image ◽

Activation Functions ◽

Polarimetric Sar ◽

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Complex-Valued 3-D Convolutional Neural Network for PolSAR Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2940387 ◽

2020 ◽

Vol 17 (6) ◽

pp. 1022-1026 ◽

Author(s):

Xiaofeng Tan ◽

Ming Li ◽

Peng Zhang ◽

Yan Wu ◽

Wanying Song

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

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Fused Random Pooling in Convolutional Neural Network for Herbal Plants Image Classification

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2019/87862019 ◽

2019 ◽

Vol 8 (6) ◽

pp. 3208-3214

Author(s):

Ian Val P. Delos Reyes ◽

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

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Improving Convolutional Neural Network (CNN) Architecture (miniVGGNet) with Batch Normalization and Learning Rate Decay Factor for Image Classification

International Journal of Integrated Engineering ◽

10.30880/ijie.2019.11.04.006 ◽

2019 ◽

Vol 11 (4) ◽

Author(s):

Asmida Ismail ◽

◽

Siti Anom Ahmad ◽

Azura Che Soh ◽

Khair Hassan ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Learning Rate ◽

Decay Factor ◽

Batch Normalization ◽

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Image Classification Method Based on Supplement Convolutional Neural Network

Journal of Computer-Aided Design & Computer Graphics ◽

10.3724/sp.j.1089.2018.16322 ◽

2018 ◽

Vol 30 (3) ◽

pp. 385 ◽

Author(s):

Qiang Wang ◽

Xiaojie Li ◽

Jun Chen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Classification Method

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Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3058321 ◽

2021 ◽

pp. 1-12

Author(s):

Shaohui Mei ◽

Xiaofeng Chen ◽

Yifan Zhang ◽

Jun Li ◽

Antonio Plaza

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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An Xception Based Convolutional Neural Network for Scene Image Classification with Transfer Learning

2020 2nd International Conference on Information Technology and Computer Application (ITCA) ◽

10.1109/itca52113.2020.00063 ◽

2020 ◽

Author(s):

Xizhi Wu ◽

Rongzhe Liu ◽

Hanqing Yang ◽

Zizhao Chen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Transfer Learning ◽

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