Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification

Jie Xie , Nanjun He , Leyuan Fang , Pedram Ghamisi
IEEE Transactions on Circuits and Systems for Video Technology 31 ( 1) 246 -259

42
2021
Covariance Matrix Based Feature Fusion for Scene Classification

Nanjun He , Leyuan Fang , Shutao Li , Antonio J. Plara
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium 3587 -3590

6
2018
Hyperspectral images classification by fusing extinction profiles feature

Nanjun He , Leyuan Fang , Shutao Li , Pedram Ghamisi
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2267 -2270

1
2017
Extinction Profiles Fusion for Hyperspectral Images Classification

Leyuan Fang , Nanjun He , Shutao Li , Pedram Ghamisi
IEEE Transactions on Geoscience and Remote Sensing 56 ( 3) 1803 -1815

101
2018
A New Spatial–Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

Leyuan Fang , Nanjun He , Shutao Li , Antonio J. Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 ( 6) 3534 -3546

152
2018
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling

Nanjun He , Leyuan Fang , Shutao Li , Antonio Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 ( 12) 6899 -6910

84
2018
Hybrid first and second order attention Unet for building segmentation in remote sensing images

Nanjun He , Leyuan Fang , Antonio Plaza
Science China Information Sciences 63 ( 4) 140305

61
2020
High-Order Self-Attention Network for Remote Sensing Scene Classification

Nanjun He , Leyuan Fang , Yi Li , Antonio Plaza
international geoscience and remote sensing symposium 3013 -3016

2
2019
Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification

Leyuan Fang , Wenke Zhao , Nanjun He , Jian Zhu
IEEE Geoscience and Remote Sensing Letters 17 ( 9) 1593 -1597

1
2020
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification

Ran Cao , Leyuan Fang , Ting Lu , Nanjun He
IEEE Geoscience and Remote Sensing Letters 18 ( 1) 43 -47

86
2021
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

Nanjun He , Mercedes E. Paoletti , Juan Mario Haut , Leyuan Fang
IEEE Transactions on Geoscience and Remote Sensing 57 ( 2) 755 -769

174
2019
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification

Jie Xie , Nanjun He , Leyuan Fang , Antonio Plaza
IEEE Transactions on Geoscience and Remote Sensing 57 ( 9) 6916 -6928

143
2019
mmformer: Multimodal medical transformer for incomplete multimodal learning of brain tumor segmentation

Yao Zhang , Nanjun He , Jiawei Yang , Yuexiang Li
Smpte Journal 107 -117

5
2022
DICDNet: deep interpretable convolutional dictionary network for metal artifact reduction in CT images

Hong Wang , Yuexiang Li , Nanjun He , Kai Ma
IEEE Transactions on Medical Imaging 41 ( 4) 869 -880

15
2021
Anomaly detection for medical images using self-supervised and translation-consistent features

He Zhao , Yuexiang Li , Nanjun He , Kai Ma
IEEE Transactions on Medical Imaging 40 ( 12) 3641 -3651

20
2021
A New Perspective to Boost Vision Transformer for Medical Image Classification

Yuexiang Li , Yawen Huang , Nanjun He , Kai Ma
arXiv preprint arXiv:2301.00989

2023
47
2021
Point beyond class: a benchmark for weakly semi-supervised abnormality localization in chest X-rays

Haoqin Ji , Haozhe Liu , Yuexiang Li , Jinheng Xie
Smpte Journal 249 -260

2022