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Research Article

A non-local capsule neural network for hyperspectral remote sensing image classification

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Pages 40-49 | Received 12 Jul 2020, Accepted 09 Dec 2020, Published online: 07 Jan 2021

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Meilin Shi, Xilong Zeng, Jiansi Ren & Yichang Shi. (2023) A multi-scale residual capsule network for hyperspectral image classification with small training samples. Multimedia Tools and Applications 82:26, pages 40473-40501.
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Meilin Shi, Ruoxiang Wang & Jiansi Ren. (2023) Hierarchical capsule network for hyperspectral image classification. Neural Computing and Applications 35:25, pages 18417-18443.
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Yameng Wang, Yi Wan, Yongjun Zhang, Bin Zhang & Zhi Gao. (2023) Imbalance knowledge-driven multi-modal network for land-cover semantic segmentation using aerial images and LiDAR point clouds. ISPRS Journal of Photogrammetry and Remote Sensing 202, pages 385-404.
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Hemani Parikh, Samir Patel & Vibha Patel. (2023) Modeling PolSAR classification using convolutional neural network with homogeneity based kernel selection. Modeling Earth Systems and Environment.
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Yuchen Zhao, Zhilong Kang, Lei Chen, Yanju Guo, Qingshuang Mu, Shenyi Wang, Bingjie Zhao & Changzhou Feng. (2022) Quality classification of kiwifruit under different storage conditions based on deep learning and hyperspectral imaging technology. Journal of Food Measurement and Characterization 17:1, pages 289-305.
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Jiansi Ren, Meilin Shi, Jiannan Chen, Ruoxiang Wang & Xin Wang. (2022) Hyperspectral image classification using multi-level features fusion capsule network with a dense structure. Applied Intelligence.
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Deepak Kumar & Dharmender Kumar. (2022) A spectral–spatial 3D-convolutional capsule network for hyperspectral image classification with limited training samples. International Journal of Information Technology.
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Cunlei WANG & Donghui LI. (2022) Diabetes Noninvasive Recognition via Improved Capsule Network. IEICE Transactions on Information and Systems E105.D:8, pages 1464-1471.
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Runmin Lei, Chunju Zhang, Xueying Zhang, Jianwei Huang, Zhenxuan Li, Wencong Liu & Hao Cui. (2022) Multiscale Feature Aggregation Capsule Neural Network for Hyperspectral Remote Sensing Image Classification. Remote Sensing 14:7, pages 1652.
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Zhenyu Lu, Shaoyang Liang, Qiang Yang & Bo Du. (2022) Evolving Block-Based Convolutional Neural Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-21.
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Mercedes E. Paoletti, Sergio Moreno-Alvarez & Juan M. Haut. (2022) Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-20.
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Weitao Chen, Shubing Ouyang, Wei Tong, Xianju Li, Xiongwei Zheng & Lizhe Wang. (2022) GCSANet: A Global Context Spatial Attention Deep Learning Network for Remote Sensing Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 1150-1162.
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Can Haktan Karadal, M. Cagri Kaya, Turker Tuncer, Sengul Dogan & U. Rajendra Acharya. (2021) Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques. Expert Systems with Applications 185, pages 115659.
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Muhammad Ahmad, Manuel Mazzara & Salvatore Distefano. (2021) Regularized CNN Feature Hierarchy for Hyperspectral Image Classification. Remote Sensing 13:12, pages 2275.
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Runmin Lei, Chunju Zhang, Wencong Liu, Lei Zhang, Xueying Zhang, Yucheng Yang, Jianwei Huang, Zhenxuan Li & Zhiyi Zhou. (2021) Hyperspectral Remote Sensing Image Classification Using Deep Convolutional Capsule Network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 8297-8315.
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