Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution

[1]  Qian Du,et al.  Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network , 2017, Remote. Sens..

[2]  Qingshan Liu,et al.  Classification of Hyperspectral and LiDAR Data Using Coupled CNNs , 2020, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Enhua Wu,et al.  Squeeze-and-Excitation Networks , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Qingshan Liu,et al.  Pyramid Fully Convolutional Network for Hyperspectral and Multispectral Image Fusion , 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[5]  Yunsong Li,et al.  Hyperspectral Image Super-Resolution by Spectral Difference Learning and Spatial Error Correction , 2017, IEEE Geoscience and Remote Sensing Letters.

[6]  Naoto Yokoya,et al.  Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art , 2017, IEEE Geoscience and Remote Sensing Magazine.

[7]  In-So Kweon,et al.  CBAM: Convolutional Block Attention Module , 2018, ECCV.

[8]  Yun Fu,et al.  Residual Non-local Attention Networks for Image Restoration , 2019, ICLR.

[9]  Stephen Lin,et al.  GCNet: Non-Local Networks Meet Squeeze-Excitation Networks and Beyond , 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

[10]  Qingshan Liu,et al.  Cascaded Recurrent Neural Networks for Hyperspectral Image Classification , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[11]  Jonathan Cheung-Wai Chan,et al.  Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network , 2018, Remote. Sens..

[12]  Jie Li,et al.  Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial–Spectral Group Sparsity , 2016, IEEE Geoscience and Remote Sensing Letters.

[13]  Xiaoou Tang,et al.  Image Super-Resolution Using Deep Convolutional Networks , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[14]  Liang Xiao,et al.  A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution , 2019, Remote. Sens..

[15]  Naoto Yokoya,et al.  Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature , 2017, IEEE Geoscience and Remote Sensing Magazine.

[16]  Jonathan Cheung-Wai Chan,et al.  Hyperspectral Imagery Super-Resolution by Spatial–Spectral Joint Nonlocal Similarity , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[17]  Abhinav Gupta,et al.  Non-local Neural Networks , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[18]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[19]  Naoto Yokoya,et al.  Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest , 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.