Danfeng Hong
Orcid: 0000-0002-3212-9584
According to our database1,
Danfeng Hong
authored at least 196 papers
between 2014 and 2025.
Collaborative distances:
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Bibliography
2025
ISDAT: An image-semantic dual adversarial training framework for robust image classification.
Pattern Recognit., 2025
2024
IEEE Trans. Neural Networks Learn. Syst., October, 2024
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024
Vegetation Land Segmentation with Multi-Modal and Multi-Temporal Remote Sensing Images: A Temporal Learning Approach and a New Dataset.
Remote. Sens., January, 2024
IEEE Trans. Geosci. Remote. Sens., 2024
HyperSINet: A Synergetic Interaction Network Combined With Convolution and Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
Cloud Removal With SAR-Optical Data Fusion Using a Unified Spatial-Spectral Residual Network.
IEEE Trans. Geosci. Remote. Sens., 2024
RSProtoSeg: High Spatial Resolution Remote Sensing Images Segmentation Based on Non-Learnable Prototypes.
IEEE Trans. Geosci. Remote. Sens., 2024
IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Cross-Attention-Driven Adaptive Graph Relational Network for Multilabel Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder-Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging.
Inf. Fusion, 2024
Expert Syst. Appl., 2024
RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering.
CoRR, 2024
CoRR, 2024
CoRR, 2024
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification.
CoRR, 2024
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery.
CoRR, 2024
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection.
CoRR, 2024
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index.
Comput. Electron. Agric., 2024
MGFNet: An MLP-dominated gated fusion network for semantic segmentation of high-resolution multi-modal remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction.
Proceedings of the IGARSS 2024, 2024
Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Local aggregation and global attention network for hyperspectral image classification with spectral-induced aligned superpixel segmentation.
Expert Syst. Appl., December, 2023
CAAI Trans. Intell. Technol., December, 2023
CAAI Trans. Intell. Technol., December, 2023
Multi-scale receptive fields: Graph attention neural network for hyperspectral image classification.
Expert Syst. Appl., August, 2023
IEEE Trans. Image Process., 2023
Camouflaged Object Segmentation Based on Joint Salient Object for Contrastive Learning.
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens., 2023
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
GTFN: GCN and Transformer Fusion Network With Spatial-Spectral Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Hyperspectral Target Detection via Spectral Aggregation and Separation Network With Target Band Random Mask.
IEEE Trans. Geosci. Remote. Sens., 2023
PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023
Graph-Structured Convolution-Guided Continuous Context Threshold-Aware Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
A Multidepth and Multibranch Network for Hyperspectral Target Detection Based on Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Cybern., 2023
Multispectral Image Noise Removal With Adaptive Loss and Multiple Image Priors Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Vision Transformer With Contrastive Learning for Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Depthwise Separable Convolutional Autoencoders for Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2023
Superpixelwise Low-Rank Approximation-Based Partial Label Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
Grid Network: Feature Extraction in Anisotropic Perspective for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images.
Expert Syst. Appl., 2023
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.
CoRR, 2023
Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst., 2022
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification.
IEEE Trans. Image Process., 2022
Effective Pan-Sharpening by Multiscale Invertible Neural Network and Heterogeneous Task Distilling.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022
A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Global to Local: A Hierarchical Detection Algorithm for Hyperspectral Image Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
MSTNet: A Multilevel Spectral-Spatial Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Enhanced Resolution of FY4 Remote Sensing Visible Spectrum Images Utilizing Super-Resolution and Transfer Learning Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Multisource Domain Transfer Learning Based on Spectral Projections for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Multilayer Cascade Screening Strategy for Semi-Supervised Change Detection in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Deep Learning-Based Automatic Extraction of Cyanobacterial Blooms from Sentinel-2 MSI Satellite Data.
Remote. Sens., 2022
PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation.
Remote. Sens., 2022
Hyperspectral Image Classification Based on Graph Transformer Network and Graph Attention Mechanism.
IEEE Geosci. Remote. Sens. Lett., 2022
Hyper-Embedder: Learning a Deep Embedder for Self-Supervised Hyperspectral Dimensionality Reduction.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Lightweight Heterogeneous Kernel Convolution for Hyperspectral Image Classification With Noisy Labels.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 2022
Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett., 2022
AF2GNN: Graph convolution with adaptive filters and aggregator fusion for hyperspectral image classification.
Inf. Sci., 2022
Multi-feature fusion: Graph neural network and CNN combining for hyperspectral image classification.
Neurocomputing, 2022
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review.
CoRR, 2022
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.
CoRR, 2022
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Hyperspectral Image Classification Based on Multi-Level Spectral-Spatial Transformer Network.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration.
IEEE Trans. Neural Networks Learn. Syst., 2021
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021
l₀-l₁ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing.
IEEE Trans. Geosci. Remote. Sens., 2021
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.
IEEE Trans. Geosci. Remote. Sens., 2021
Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction.
IEEE Trans. Cybern., 2021
Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China.
Remote. Sens., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model.
CoRR, 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR, 2021
Mask DeepLab: End-to-end image segmentation for change detection in high-resolution remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Dual-Stream High Resolution Network for Multi-Source Remote Sensing Image Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021
2020
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection.
IEEE Geosci. Remote. Sens. Lett., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2020
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction.
CoRR, 2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network.
CoRR, 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.
CoRR, 2020
CoRR, 2020
The FrFT convolutional face: toward robust face recognition using the fractional Fourier transform and convolutional neural networks.
Sci. China Inf. Sci., 2020
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.
IEEE Trans. Image Process., 2019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network.
Remote. Sens., 2019
A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion.
Remote. Sens., 2019
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification.
CoRR, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
LW-ODF: A Light-Weight Object Detection Framework for Optical Remote Sensing Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection.
Remote. Sens., 2018
SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis.
IEEE J. Sel. Top. Signal Process., 2018
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification.
CoRR, 2018
Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Neurocomputing, 2016
IEICE Trans. Commun., 2016
IEICE Trans. Commun., 2016
IEEE Commun. Lett., 2016
The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
2015
融合水平梯度与局部信息强度的掌纹识别算法 (Palmprint Recognition Algorithm of Integrating Horizontal Gradient and Local Information Intensity).
计算机科学, 2015
Neurocomputing, 2015
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015
Structural Feature Measurement Using Fast VO Model for Blurred Palmprint Recognition.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015
2014
Proceedings of the Biometric Recognition - 9th Chinese Conference, 2014