Meng Xu

According to our database, Meng Xu authored at least 35 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Graph-in-Graph Convolutional Network for Hyperspectral Image Classification.

Sen Jia, Shuguo Jiang, Shuyu Zhang, Meng Xu, Xiuping Jia

IEEE Trans. Neural Networks Learn. Syst., January, 2024

SQformer: Spectral-Query Transformer for Hyperspectral Image Arbitrary-Scale Super-Resolution.

Shuguo Jiang, Nanying Li, Meng Xu, Shuyu Zhang, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2024

2023

AACNet: Asymmetric Attention Convolution Network for Hyperspectral Image Dehazing.

Meng Xu, Yanxin Peng, Ying Zhang, Xiuping Jia, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2023

Dual Self-Attention Swin Transformer for Hyperspectral Image Super-Resolution.

Yaqian Long, Xun Wang, Meng Xu, Shuyu Zhang, Shuguo Jiang, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2023

Diffused Convolutional Neural Network for Hyperspectral Image Super-Resolution.

Sen Jia, Shuangzhao Zhu, Zhihao Wang, Meng Xu, Weixi Wang, Yujuan Guo

IEEE Trans. Geosci. Remote. Sens., 2023

Structure-Adaptive Convolutional Neural Network for Hyperspectral Image Classification.

Sen Jia, Dongsheng Bi, Jianhui Liao, Shuguo Jiang, Meng Xu, Shuyu Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Stereo Cross-Attention Network for Unregistered Hyperspectral and Multispectral Image Fusion.

Yujuan Guo, Xiyou Fu, Meng Xu, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Image Denoising via Robust Subspace Estimation and Group Sparsity Constraint.

Xiyou Fu, Yujuan Guo, Meng Xu, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2023

2022

Unsupervised Spatial-Spectral CNN-Based Feature Learning for Hyperspectral Image Classification.

Shuyu Zhang, Meng Xu, Jun Zhou, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2022

Multiview Spatial-Spectral Active Learning for Hyperspectral Image Classification.

Meng Xu, Qingqing Zhao, Sen Jia

IEEE Trans. Geosci. Remote. Sens., 2022

A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection.

Sen Jia, Yue Yuan, Nanying Li, Jianhui Liao, Qiang Huang, Xiuping Jia, Meng Xu

IEEE Trans. Geosci. Remote. Sens., 2022

Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution.

Sen Jia, Zhihao Wang, Qingquan Li, Xiuping Jia, Meng Xu

IEEE Trans. Geosci. Remote. Sens., 2022

Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification.

Sen Jia, Xiaomei Liu, Meng Xu, Qiao Yan, Jun Zhou, Xiuping Jia, Qingquan Li

IEEE Trans. Geosci. Remote. Sens., 2022

3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification.

Sen Jia, Jianhui Liao, Meng Xu, Yan Li, Jiasong Zhu, Weiwei Sun, Xiuping Jia, Qingquan Li

IEEE Trans. Geosci. Remote. Sens., 2022

A Semisupervised Siamese Network for Hyperspectral Image Classification.

Sen Jia, Shuguo Jiang, Zhijie Lin, Meng Xu, Weiwei Sun, Qiang Huang, Jiasong Zhu, Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2022

Fusion of Hyperspectral and Multispectral Images Accounting for Localized Inter-Image Changes.

Xiyou Fu, Sen Jia, Meng Xu, Jun Zhou, Qingquan Li

IEEE Trans. Geosci. Remote. Sens., 2022

Sparsity Constrained Fusion of Hyperspectral and Multispectral Images.

Xiyou Fu, Sen Jia, Meng Xu, Jun Zhou, Qingquan Li

IEEE Geosci. Remote. Sens. Lett., 2022

A Center-Masked Convolutional Transformer for Hyperspectral Image Classification.

Yifan Wang, Shuguo Jiang, Meng Xu, Shuyu Zhang, Sen Jia

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Spectral Modality-Aware Interactive Fusion Network for HSI Super-Resolution.

Meng Xu, Jiayou Mao, Ziqian Mo, Xiyou Fu, Sen Jia

Proceedings of the Computer Vision - ACCV 2024, 2022

SSTHyper: Sparse Spectral Transformer for Hyperspectral Image Reconstruction.

Meng Xu, Mingying Lin, Qi Ren, Sen Jia

Proceedings of the Computer Vision - ACCV 2024, 2022

2021

Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification.

Sen Jia, Zhangwei Zhan, Meng Zhang, Meng Xu, Qiang Huang, Jun Zhou, Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2021

Flexible Gabor-Based Superpixel-Level Unsupervised LDA for Hyperspectral Image Classification.

Sen Jia, Qingqing Zhao, Jiayue Zhuang, Dingding Tang, Yaqian Long, Meng Xu, Jun Zhou, Qingquan Li

IEEE Trans. Geosci. Remote. Sens., 2021

A Lightweight Convolutional Neural Network for Hyperspectral Image Classification.

Sen Jia, Zhijie Lin, Meng Xu, Qiang Huang, Jun Zhou, Xiuping Jia, Qingquan Li

IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN Regularization.

Xiyou Fu, Sen Jia, Lina Zhuang, Meng Xu, Jun Zhou, Qingquan Li

IEEE Trans. Geosci. Remote. Sens., 2021

A survey: Deep learning for hyperspectral image classification with few labeled samples.

Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu

Neurocomputing, 2021

Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution.

Meng Xu, Zhihao Wang, Jiasong Zhu, Xiuping Jia, Sen Jia

CoRR, 2021

2020

Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification.

Sen Jia, Xianglong Deng, Meng Xu, Jun Zhou, Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2020

2019

3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification.

Sen Jia, Jiayue Zhuang, Lin Deng, Jiasong Zhu, Meng Xu, Jun Zhou, Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2019

Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification.

Sen Jia, Xianglong Deng, Jiasong Zhu, Meng Xu, Jun Zhou, Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2019

Statistical Fusion-Based Transfer Learning for Hyperspectral Image Classification.

Xiaomei Liu, Sen Jia, Meng Xu, Jiasong Zhu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2016

Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis.

Meng Xu, Mark R. Pickering, Antonio J. Plaza, Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2016

Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning.

Meng Xu, Xiuping Jia, Mark R. Pickering, Antonio J. Plaza

IEEE Trans. Geosci. Remote. Sens., 2016

Spectral unmixing for fire smoke detection and removal.

Meng Xu, Xiuping Jia, Mark R. Pickering, Dar A. Roberts

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Cloud effects removal via sparse representation.

Meng Xu, Xiuping Jia, Mark R. Pickering

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Automatic cloud removal for Landsat 8 OLI images using cirrus band.

Meng Xu, Xiuping Jia, Mark R. Pickering

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014