Puhong Duan (段普宏)

Puhong Duan (段普宏)

Associate Researcher at Hunan University

Selected publications



    [22] C. Li, B. Rasti, X. Tang, P. Duan*, J. Li and Y. Peng, "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3350055. [PDF]


    [21] X. Kang, Y. Zhu, P. Duan* and S. Li, "Two-Dimensional Spectral Representation," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-9, 2024, Art no. 5502809. [PDF][Code]


    [20] W. Liu, X. Kang, P. Duan*, Z. Xie, X. Wei and S. Li, "SOSNet: Real-Time Small Object Segmentation via Hierarchical Decoding and Example Mining," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2023.3338732. [PDF][Code]


    [19] X. Lu, P. Duan*, X. Kang and B. Deng, "Edge-Guided Hyperspectral Change Detection," in IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023, Art no. 5512205. [PDF][Code]


    [18] X. Kang, B. Deng, P. Duan*, X. Wei and S. Li, "Self-Supervised Spectral–Spatial Transformer Network for Hyperspectral Oil Spill Mapping," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-10, 2023, Art no. 5507410. [PDF]


    [17] Y. Zhang, P. Duan*, J. Mao, X. Kang, L. Fang and P. Ghamisi, "Contour Structural Profiles: An Edge-Aware Feature Extractor for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, Art no. 5545914. [PDF] [Code]


    [16] Z. Li, P. Duan*, S. Hu, M. Li and X. Kang, "Fast Hyperspectral Image Dehazing With Dark-Object Subtraction Model," in IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 6014905. [PDF] [Code]


    [15] P. Duan, X. Kang, and P. Ghamisi, "Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-11, 2023, Art no. 5509711. [PDF] [Code]


    [14] X. Kang, Z. Wang, P. Duan* and X. Wei, "The Potential of Hyperspectral Image Classification for Oil Spill Mapping," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, 2022, Art no. 5538415. [PDF] [Code]


    [13] P. Duan, S. Hu, X. Kang and S. Li, "Shadow Removal of Hyperspectral Remote Sensing Images With Multiexposure Fusion," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-11, 2022, Art no. 5537211. [PDF] [Code]


    [12] X. Kang, J. Li, P. Duan*, F. Ma and S. Li, "Multilayer Degradation Representation-Guided Blind Super-Resolution for Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-12, 2022, Art no. 5534612. [PDF] [Code]


    [11] P. Duan, Z. Xie, X. Kang, et al. Self-supervised learning-based oil spill detection of hyperspectral images. Science China Technological Sciences, 2022, 65(4): 793-801. [PDF]


    [10] X. Kang, Z. Fei, P. Duan* and S. Li, "Fog Model-Based Hyperspectral Image Defogging," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-12, 2022, Art no. 5512512, [PDF]


    [9] P. Duan, P. Ghamisi, X. Kang, B. Rasti, S. Li and R. Gloaguen, "Fusion of Dual Spatial Information for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 9, pp. 7726-7738, Sept. 2021. [PDF] [Code]


    [8] P. Duan, J. Lai, X. Kang, et al. Texture-aware total variation-based removal of sun glint in hyperspectral images. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 166: 359-372. [PDF]


    [7] X. Kang, P. Duan, and S. Li. Hyperspectral image visualization with edge-preserving filtering and principal component analysis. Information Fusion, 2020, 57: 130-143. [PDF]


    [6] P. Duan, X. Kang, S. Li and P. Ghamisi, "Multichannel Pulse-Coupled Neural Network-Based Hyperspectral Image Visualization," IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 4, pp. 2444-2456, April 2020. [PDF] [Code]


    [5] P. Duan, X. Kang, S. Li, P. Ghamisi and J. A. Benediktsson, "Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 12, pp. 10336-10349, Dec. 2019. [PDF]


    [4] P. Duan, X. Kang, S. Li and P. Ghamisi, "Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no. 6, pp. 1948-1962, June 2019. [PDF] [Code]


    [3] X. Kang, P. Duan, X. Xiang, S. Li and J. A. Benediktsson, "Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 10, pp. 5673-5686, Oct. 2018. [PDF]


    [2] X. Kang, P. Duan, S. Li and J. A. Benediktsson, "Decolorization-based hyperspectral image visualization," IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(8): 4346-4360. [PDF] [Code]


    [1] M. Yin, P. Duan*, W. Liu, and X. Liang, "A novel infrared and visible image fusion algorithm based on shift-invariant dual-tree complex shearlet transform and sparse representation," Neurocomputing, 2017, 226: 182-191.[PDF]