Danfeng Hong

Orcid: 0000-0002-3212-9584

According to our database1, Danfeng Hong authored at least 196 papers between 2014 and 2025.

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Bibliography

2025
ISDAT: An image-semantic dual adversarial training framework for robust image classification.
Pattern Recognit., 2025

2024
Rethinking Pan-Sharpening in Closed-Loop Regularization.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

SpectralGPT: Spectral Remote Sensing Foundation Model.
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

Pan-Sharpening With Wavelet-Enhanced High-Frequency Information.
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

Infrared Small Target Detection via Joint Low Rankness and Local Smoothness Prior.
IEEE Trans. Geosci. Remote. Sens., 2024

Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens., 2024

Foundation Model-Based Multimodal Remote Sensing Data Classification.
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

EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Unlabeled Data Guided Partial Label Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping.
IEEE Geosci. Remote. Sens. Lett., 2024

CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging.
Inf. Fusion, 2024

BiDiCOS: Camouflaged object segmentation via bilateral diffusion model.
Expert Syst. Appl., 2024

RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering.
CoRR, 2024

Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion.
CoRR, 2024

Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification.
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

SpectralMamba: Efficient Mamba for Hyperspectral Image Classification.
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

Linearly-evolved Transformer for Pan-sharpening.
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

Guest Editorial: Special issue on intelligence technology for remote sensing image.
CAAI Trans. Intell. Technol., December, 2023

Deep transformer and few-shot learning for hyperspectral image classification.
CAAI Trans. Intell. Technol., December, 2023

Multi-scale receptive fields: Graph attention neural network for hyperspectral image classification.
Expert Syst. Appl., August, 2023

UIU-Net: U-Net in U-Net for Infrared Small Object Detection.
IEEE Trans. Image Process., 2023

Camouflaged Object Segmentation Based on Joint Salient Object for Contrastive Learning.
IEEE Trans. Instrum. Meas., 2023

Modality-Aware Feature Integration for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens., 2023

Deep Adaptive Pansharpening via Uncertainty-Aware Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023

Multimodal Transformer Network for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification.
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

Multimodal Fusion Transformer for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties.
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

Multiscale Dual-Domain Guidance Network for Pan-Sharpening.
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

Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection.
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

SpectralGPT: Spectral Foundation Model.
CoRR, 2023

Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.
CoRR, 2023

Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping.
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

NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network.
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

Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

When Pansharpening Meets Graph Convolution Network and Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens., 2022

Convolutional Neural Networks for Multimodal Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Spectral-Spatial-Temporal Transformers for Hyperspectral Image Change Detection.
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

Endmember Purification With Affine Simplicial Cone Model.
IEEE Trans. Geosci. Remote. Sens., 2022

Modality Translation in Remote Sensing Time Series.
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

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers.
IEEE Trans. Geosci. Remote. Sens., 2022

Multimodal Hyperspectral Unmixing: Insights From Attention Networks.
IEEE Trans. Geosci. Remote. Sens., 2022

CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders.
IEEE Trans. Geosci. Remote. Sens., 2022

Global to Local: A Hierarchical Detection Algorithm for Hyperspectral Image Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening.
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

AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

MSTNet: A Multilevel Spectral-Spatial Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Progress and Challenges in Intelligent Remote Sensing Satellite Systems.
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

Hyperspectral Anomaly Detection Using Deep Learning: A Review.
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

Infrared Small Object Detection Using Deep Interactive U-Net.
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

Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion.
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

Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing.
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

Deep learning in multimodal remote sensing data fusion: A comprehensive review.
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

Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping.
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

Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multimodal Hyperspectral Unmixing via Attention Networks.
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

Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2021

Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data.
IEEE Trans. Geosci. Remote. Sens., 2021

Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Single-Look Multi-Master SAR Tomography: An Introduction.
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

Deep Half-Siamese Networks for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2021

An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

Deep Learning for UAV-based Object Detection and Tracking: A Survey.
CoRR, 2021

FCCDN: Feature Constraint Network for VHR Image Change Detection.
CoRR, 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

Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction.
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

EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing.
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

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs.
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

Multi-Scale Local Context Embedding for LiDAR Point Cloud Classification.
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

Spatial-Spectral Manifold Embedding of Hyperspectral Data.
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

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep.
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

Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network.
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

Guided Deep Decoder: Unsupervised Image Pair Fusion.
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

StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion.
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

CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences.
IEEE Trans. Geosci. Remote. Sens., 2019

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification.
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

A Weakly-Supervised Deep Network for DSM-Aided Vehicle Detection.
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
Robust palmprint recognition based on the fast variation Vese-Osher model.
Neurocomputing, 2016

Q-Value Fine-Grained Adjustment Based RFID Anti-Collision Algorithm.
IEICE Trans. Commun., 2016

An Efficient Anti-Collision Algorithm Based on Improved Collision Detection Scheme.
IEICE Trans. Commun., 2016

An Effective Frame Breaking Policy for Dynamic Framed Slotted Aloha in RFID.
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

An efficient sub-frame based tag identification algorithm for UHF RFID systems.
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

A novel hierarchical approach for multispectral palmprint recognition.
Neurocomputing, 2015

Fusion of Contour Feature and Edge Texture Information for Palmprint Recognition.
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

A Palmprint Recognition Algorithm Based on GIDBC.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015

2014
A Fast Robustness Palmprint Recognition Algorithm.
Proceedings of the Biometric Recognition - 9th Chinese Conference, 2014


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