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学术论文

合作发表论文:

 

  • AFT: Adaptive Fusion Transformer for Visible and Infrared Images. IEEE Trans. Image Process. 2023
  • Semantic-Relation Transformer for Visible and Infrared Fused Image Quality Assessment. Inform. Fusion. 2023.
  • Contrastive Self-supervised Clustering for Specific Emitter Identification. IEEE Internet of Things. 2023.
  • Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels. IEEE Trans. Geosci. Remote. Sens., 2023.
  • Semantic Correntropy Representation for Hyperspectral Image Classification. IEEE Trans. Instrum Mea. 2023.
  • Complex-valued Depth-wise Separable Convolutional Neural Network for Automatic Modulation Classification. IEEE Trans. Instrum Mea. 2023.
  • Orientation Attention Network for semantic segmentation of remote sensing images. Knowledge-Based Systems. 2023.
  • A Semi-supervised Method with Swarm Intelligence Optimization for Intelligent Fault Diagnosis. IEEE Sens J. 2023
  • AMC-Net: An Effective Network for Automatic Modulation Classification. [C].  ICASSP2023.
  • Temporal Local Correntropy Representation for Fault Diagnosis of Machines. IEEE Trans. Ind Inform. 2023
  • Towards the Automatic Modulation Classification with Adaptive Wavelet Network. IEEE Trans. Cogn Commun., 2023
  • Automatic Modulation Classification via Meta-Learning. IEEE Internet of Things. 2023.
  • Deep Compressive Imaging With Meta-Learning. IEEE Trans. Instrum Mea. 2023
  • Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification. IEEE Geosci. Remote Sensing Lett. 2023
  • AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning.  IEEE Trans. Geosci. Remote. Sens., 2022.
  • Quadruplet Convolution Neural Network With C3 Loss (C3-QCNN) for Signal Classification.  IEEE Trans. Instrum Mea. 2022.
  • Multi-Path Interactive Network for Aircraft Identification with Optical and SAR Images.  Remote Sensing. 2022.
  • Self-Supervised Assisted Semi-Supervised Residual Network for Hyperspectral Image Classification.  Remote Sensing. 2022.
  • Learning Dual Geometric Low-rank Structure for Semisupervised Hyperspectral Image Classification. IEEE Trans. Cybernetics. 2021.
  • Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification.  IEEE Trans. Neural Netw. Learning Syst. 2019.
  • Dual-Collaborative Fusion Model for Multispectral and Panchromatic Image Fusion. IEEE Trans. Geosci. Remote. Sens. 2022.
  • Fusion of Panchromatic and Multispectral Images Using Multiscale Convolution Sparse Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2021.
  • Extreme Self-Paced Learning Machine for On-Orbit SAR Images Change Detection. IEEE Access. 2019.
  • Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification. IEEE Trans. Neural Netw. Learning Syst. 2018.
  • Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing. 2017.
  • Incremental Semi-Supervised classification of data streams via self-representative selection. Appl. Soft Comput. 2016.
  • Spectral-Spatial KerSparseBands Selector. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing .2016.
  • Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data. IEEE Geosci. Remote Sensing Lett. 2015.
  • Semi-supervised classification via kernel low-rank representation. Knowledge-based System. 2014.
  • Fast ship detection of synthetic aperture radar images via multi-view features and clustering [C], 2014 International Joint Conference on Neural Networks (IJCNN),2014.
  • 神经网络七十年:回顾与展望 [J]. 计算机学报, 2016.

合作授权发明专利:

1.  基于近邻边界最大的半监督高光谱数据降维方法 [P], 中国, ZL201410213709.X. 授权日期:2017.02.15.

2.  基于波段不相似性的高光谱数据波段表征选择方法 [P], 中国, 201510523821.8. 申请日期:2015.08.24