Select Publications
Journal articles
2024, 'SpectralGPT: Spectral Remote Sensing Foundation Model.', IEEE Trans Pattern Anal Mach Intell, PP, http://dx.doi.org/10.1109/TPAMI.2024.3362475
,2024, 'Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network', International Journal of Applied Earth Observation and Geoinformation, 127, http://dx.doi.org/10.1016/j.jag.2023.103608
,2024, 'A General Spatial-Frequency Learning Framework for Multimodal Image Fusion', IEEE Transactions on Pattern Analysis and Machine Intelligence, http://dx.doi.org/10.1109/TPAMI.2024.3368112
,2024, 'CAT: Center Attention Transformer with Stratified Spatial-Spectral Token for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, http://dx.doi.org/10.1109/TGRS.2024.3374954
,2024, 'Graph-in-Graph Convolutional Network for Hyperspectral Image Classification', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 1157 - 1171, http://dx.doi.org/10.1109/TNNLS.2022.3182715
,2024, 'Weakly Supervised Solar Panel Mapping via Uncertainty Adjusted Label Transition in Aerial Images', IEEE Transactions on Image Processing, 33, pp. 881 - 896, http://dx.doi.org/10.1109/TIP.2023.3336170
,2023, 'A 10-m resolution impervious surface area map for the greater Mekong subregion from remote sensing images', Scientific Data, 10, http://dx.doi.org/10.1038/s41597-023-02518-z
,2023, 'Remote Sensing Object Detection Meets Deep Learning: A metareview of challenges and advances', IEEE Geoscience and Remote Sensing Magazine, 11, pp. 8 - 44, http://dx.doi.org/10.1109/MGRS.2023.3312347
,2023, 'Three-dimensional singular spectrum analysis for precise land cover classification from UAV-borne hyperspectral benchmark datasets', ISPRS Journal of Photogrammetry and Remote Sensing, 203, pp. 115 - 134, http://dx.doi.org/10.1016/j.isprsjprs.2023.07.013
,2023, 'MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning', ISPRS Journal of Photogrammetry and Remote Sensing, 196, pp. 457 - 470, http://dx.doi.org/10.1016/j.isprsjprs.2023.01.011
,2023, 'AACNet: Asymmetric Attention Convolution Network for Hyperspectral Image Dehazing', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3321294
,2023, 'Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution', IEEE Transactions on Image Processing, 32, pp. 5877 - 5892, http://dx.doi.org/10.1109/TIP.2023.3326687
,2023, 'DSP-Net: A Dynamic Spectral-Spatial Joint Perception Network for Hyperspectral Target Tracking', IEEE Geoscience and Remote Sensing Letters, 20, http://dx.doi.org/10.1109/LGRS.2023.3324967
,2023, 'Enhanced Autoencoders with Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3267890
,2023, 'Feature Pyramid Fusion Network for Hyperspectral Pansharpening', IEEE Transactions on Neural Networks and Learning Systems, http://dx.doi.org/10.1109/TNNLS.2023.3325887
,2023, 'Generalized few-shot object detection in remote sensing images', ISPRS Journal of Photogrammetry and Remote Sensing, 195, pp. 353 - 364, http://dx.doi.org/10.1016/j.isprsjprs.2022.12.004
,2023, 'Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3293147
,2023, 'Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection with Homogeneous and Heterogeneous Remote Sensing Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3334521
,2023, 'Hyperspectral Image Classification with Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning', IEEE Transactions on Image Processing, 32, pp. 3606 - 3621, http://dx.doi.org/10.1109/TIP.2023.3287738
,2023, 'Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3292065
,2023, 'Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3266273
,2023, 'MSRF-Net: Multiscale Receptive Field Network for Building Detection From Remote Sensing Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3282926
,2023, 'Multi-scale spectral-spatial dual-transformer network for hyperspectral image classification', International Journal of Remote Sensing, 44, pp. 2480 - 2494, http://dx.doi.org/10.1080/01431161.2023.2203340
,2023, 'Multiscale Prototype Contrast Network for High-Resolution Aerial Imagery Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3292919
,2023, 'Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3260634
,2023, 'Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution', IEEE Transactions on Image Processing, 32, pp. 3121 - 3135, http://dx.doi.org/10.1109/TIP.2023.3278080
,2023, 'Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3272669
,2023, 'X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 61, http://dx.doi.org/10.1109/TGRS.2023.3300043
,2022, 'Moving Vehicle Detection for Remote Sensing Video Surveillance with Nonstationary Satellite Platform', IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, pp. 5185 - 5198, http://dx.doi.org/10.1109/TPAMI.2021.3066696
,2022, 'A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14133100
,2022, 'SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image', IEEE Transactions on Cybernetics, 52, pp. 6158 - 6169, http://dx.doi.org/10.1109/TCYB.2021.3104100
,2022, 'Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14122859
,2022, 'Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14092125
,2022, 'Class-guided coupled dictionary learning for multispectral-hyperspectral remote sensing image collaborative classification', Science China Technological Sciences, 65, pp. 744 - 758, http://dx.doi.org/10.1007/s11431-021-1978-6
,2022, 'Attention mechanism-based generative adversarial networks for cloud removal in Landsat images', Remote Sensing of Environment, 271, http://dx.doi.org/10.1016/j.rse.2022.112902
,2022, 'Hierarchical fusion of optical and dual-polarized SAR on impervious surface mapping at city scale', ISPRS Journal of Photogrammetry and Remote Sensing, 184, pp. 264 - 278, http://dx.doi.org/10.1016/j.isprsjprs.2021.12.008
,2022, '3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3087186
,2022, 'A Deformable Attention Network for High-Resolution Remote Sensing Images Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3119537
,2022, 'A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3150361
,2022, 'A novel band selection and spatial noise reduction method for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing, http://dx.doi.org/10.1109/TGRS.2022.3189015
,2022, 'A Semisupervised Siamese Network for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3116138
,2022, 'Bayesian Gravitation-Based Classification for Hyperspectral Images', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3203488
,2022, 'Dual-Stage Approach Toward Hyperspectral Image Super-Resolution', IEEE Transactions on Image Processing, 31, pp. 7252 - 7263, http://dx.doi.org/10.1109/TIP.2022.3221287
,2022, 'Enhanced Total Variation Regularized Representation Model with Endmember Background Dictionary for Hyperspectral Anomaly Detection', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3128183
,2022, 'Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2020.3034656
,2022, 'Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3073699
,2022, 'Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, pp. 4414 - 4436, http://dx.doi.org/10.1109/JSTARS.2022.3175257
,2022, 'Lightweight Tensorized Neural Networks for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3225438
,2022, 'Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3180068
,2022, 'Remote Sensing Image Scene Classification Using Multiscale Feature Fusion Covariance Network with Octave Convolution', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2022.3160492
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