Na Chen

Hubei University — China

Engineering · Physical Sciences

12h-index823citations29works7.22yr avg
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Research Topics

Remote-Sensing Image Classification(14), Domain Adaptation and Few-Shot Learning(7), Remote Sensing and Land Use(7), Advanced Image Fusion Techniques(6), Machine Learning and ELM(4)

Publications29 total

Multi-source adversarial domain adaptation with modulated adaptive weights
Neurocomputing·2025
HCAFNet: Hierarchical Cross-Modal Attention Fusion Network for HSI and LiDAR Joint Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 2 citedOpen Access
Semantic Tokenization-Based Mamba for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 6 citedOpen Access
Theory and algorithm for domain adaptation
International Journal of Wavelets Multiresolution and Information Processing·2024
Two‐branch global spatial–spectral fusion transformer network for hyperspectral image classification
The Photogrammetric Record·2024· 2 cited
Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2024· 33 cited
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network
ISPRS Journal of Photogrammetry and Remote Sensing·2023· 100 cited
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image
CAAI Transactions on Intelligence Technology·2023· 34 citedOpen Access
Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2023· 43 cited
Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2023· 88 cited
A Prototype and Active Learning Network for Small-Sample Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters·2023· 8 cited
Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2023· 40 cited
Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 16 citedOpen Access
Pavement Crack Detection on BEV Based on Attention-Unet
2022· 1 cited
Domain Adaptation in Remote Sensing Image Classification: A Survey
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2022· 174 citedOpen Access
Stixel-based obstacle recognization integrated with learning method
Procedia Computer Science·2022Open Access
Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2022· 150 cited
Self-Calibration and Optimization of Binocular Camera Extrinsic Parameters
2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI)·2021· 1 cited
ℓp-ICP Coastline Inflection Method for Geolocation Error Estimation in FY-3 MWRI Data
Remote Sensing·2019· 2 citedOpen Access
Local adaptive joint sparse representation for hyperspectral image classification
Neurocomputing·2019· 32 cited
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Frequent Co-authors

Jiangtao Peng(19), Weiwei Sun(13), Qian Du(9), Yujie Ning(5), Yi Huang(2), Yi Huang(2), Quanyong Liu(2), Erxin Xie(2), Wenhui Hou(2), Zhijing Ye(2), Yaling Zhu(2), Han Su(1), Kai Ren(1), Ke Huang(1), Yicong Zhou(1), Chen Chen(1), Linzhou Yu(1), Xinge You(1), Genwei Zhang(1), Xue Jiang(1)