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Transformer Meets Convolution: A Bilateral Awareness Net-work for Semantic Segmentation of Very Fine Resolution Ur-ban Scene Images


Jun 23, 2021
Libo Wang, Rui Li, Dongzhi Wang, Chenxi Duan, Teng Wang, Xiaoliang Meng


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A Novel Transformer based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images


May 11, 2021
Libo Wang, Rui Li, Chenxi Duan, Ce Zhang, Xiaoliang Meng, Shenghui Fang


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Transformer Meets DCFAM: A Novel Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images


Apr 25, 2021
Libo Wang, Rui Li, Chenxi Duan, Shenghui Fang


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SaNet: Scale-aware Neural Network for Semantic Labelling of Multiple Spatial Resolution Aerial Images


Apr 10, 2021
Libo Wang, Shenghui Fang, Ce Zhang, Rui Li, Chenxi Duan, Xiaoliang Meng, Peter M. Atkinson


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Feature Pyramid Network with Multi-Head Attention for Semantic Segmentation of Fine-Resolution Remotely Sensed Images


Feb 19, 2021
Rui Li, Shunyi Zheng, Chenxi Duan


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Feature Pyramid Network with Multi-Head Attention for Se-mantic Segmentation of Fine-Resolution Remotely Sensed Im-ages


Feb 16, 2021
Rui Li, Shunyi Zheng, Chenxi Duan


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ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images


Feb 04, 2021
Rui Li, Chenxi Duan


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Multi-Head Linear Attention Generative Adversarial Network for Thin Cloud Removal


Dec 20, 2020
Chenxi Duan, Rui Li


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Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images


Dec 01, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su, Ce Zhang

* arXiv admin note: substantial text overlap with arXiv:2007.14902, arXiv:2009.02130 

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Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images


Sep 03, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su

* arXiv admin note: substantial text overlap with arXiv:2007.14902 

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Thick Cloud Removal of Remote Sensing Images Using Temporal Smoothness and Sparsity-Regularized Tensor Optimization


Sep 01, 2020
Chenxi Duan, Jun Pan, Rui Li


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Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation


Aug 20, 2020
Rui Li, Jianlin Su, Chenxi Duan, Shunyi Zheng


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Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network


Aug 01, 2020
Rui Li, Shunyi Zheng, Chenxi Duan


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MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images


Jul 26, 2020
Rui Li, Chenxi Duan, Shunyi Zheng


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LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification


Apr 26, 2020
Rui Li, Chenxi Duan

* The random split among training, test, and validation is not acceptable in cube-based methods, which may lead to test data leakage 

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