Xudong Kang

Orcid: 0000-0002-3807-2531

According to our database1, Xudong Kang authored at least 117 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Exposure Fusion-Based Shadow-Insensitive Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Two-Dimensional Spectral Representation.
IEEE Trans. Geosci. Remote. Sens., 2024

Dual-Stream Class-Adaptive Network for Semi-Supervised Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Multishot Compressive Hyperspectral Imaging Based on Tensor Fibered Rank Minimization and Its Primal-Dual Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Global-Local Feature Fusion Network for Visible-Infrared Vehicle Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

Local-Global Gated Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
MOFA: A novel dataset for Multi-modal Image Fusion Applications.
Inf. Fusion, August, 2023

Multiscale structural feature transform for multi-modal image matching.
Inf. Fusion, July, 2023

Flood Analysis Using Multi-Scale Remote Sensing Observations in Laos.
Remote. Sens., June, 2023

FSNet: Focus Scanning Network for Camouflaged Object Detection.
IEEE Trans. Image Process., 2023

Federated Deep Learning With Prototype Matching for Object Extraction From Very-High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Feature-Band-Based Unsupervised Hyperspectral Underwater Target Detection Near the Coastline.
IEEE Trans. Geosci. Remote. Sens., 2023

Dual-Domain Dynamic Local-Global Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023

Toward Efficient Remote Sensing Image Change Detection via Cross-Temporal Context Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

A Robust Infrared and Visible Image Registration Method for Dual-Sensor UAV System.
IEEE Trans. Geosci. Remote. Sens., 2023

A Lightweight Hybrid Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Grouped Multi-Attention Network for Hyperspectral Image Spectral-Spatial Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023

Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs.
IEEE Trans. Geosci. Remote. Sens., 2023

Combining Time-Series Variation Modeling and Fuzzy Spatiotemporal Feature Fusion: A Novel Approach for Unsupervised Flood Mapping Using Dual-Polarized Sentinel-1 SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Self-Supervised Spectral-Spatial Transformer Network for Hyperspectral Oil Spill Mapping.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection With an Isolation Forest-Guided Unsupervised Detector.
IEEE Trans. Geosci. Remote. Sens., 2023

Weakly Supervised Local-Global Anchor Guidance Network for Landslide Extraction With Image-Level Annotations.
IEEE Geosci. Remote. Sens. Lett., 2023

Edge-Guided Hyperspectral Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Polygon Structure-Guided Hyperspectral Image Classification With Single Sample for Strong Geometric Characteristics Scenes.
IEEE Trans. Geosci. Remote. Sens., 2022

Contour Structural Profiles: An Edge-Aware Feature Extractor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Multilayer Global Spectral-Spatial Attention Network for Wetland Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Robust UAV Hyperspectral Image Stitching Method Based on Deep Feature Matching.
IEEE Trans. Geosci. Remote. Sens., 2022

Interactformer: Interactive Transformer and CNN for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Semisupervised Semantic Segmentation of Remote Sensing Images With Consistency Self-Training.
IEEE Trans. Geosci. Remote. Sens., 2022

The Potential of Hyperspectral Image Classification for Oil Spill Mapping.
IEEE Trans. Geosci. Remote. Sens., 2022

Multilayer Degradation Representation-Guided Blind Super-Resolution for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Fog Model-Based Hyperspectral Image Defogging.
IEEE Trans. Geosci. Remote. Sens., 2022

Multilevel Progressive Network With Nonlocal Channel Attention for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Curvature Filters-Based Multiscale Feature Extraction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Shadow Removal of Hyperspectral Remote Sensing Images With Multiexposure Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Phenology-Based Unsupervised Rapeseed Mapping Using Multitemporal Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Dual-Attention-Driven Multiscale Fusion Object Searching Network for Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Unsupervised Domain Adaptation Semantic Segmentation for Remote-Sensing Images via Covariance Attention.
IEEE Geosci. Remote. Sens. Lett., 2022

Fast Hyperspectral Image Dehazing With Dark-Object Subtraction Model.
IEEE Geosci. Remote. Sens. Lett., 2022

Spatial Dynamic Selection Network for Remote-Sensing Image Fusion.
IEEE Geosci. Remote. Sens. Lett., 2022

Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information.
CoRR, 2022

Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector.
CoRR, 2022

2021
Regularizing Hyperspectral and Multispectral Image Fusion by CNN Denoiser.
IEEE Trans. Neural Networks Learn. Syst., 2021

Fusing Multiple Deep Models for In Vivo Human Brain Hyperspectral Image Classification to Identify Glioblastoma Tumor.
IEEE Trans. Instrum. Meas., 2021

Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise.
IEEE Trans. Geosci. Remote. Sens., 2021

Pan-Sharpening via Multiscale Dynamic Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2021

Fusion of Dual Spatial Information for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Attribute filter based infrared and visible image fusion.
Inf. Fusion, 2021

Polygonal Partition-Based Hyperspectral Image Classification with Single Labeled Sample.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Edge Guided Structure Extraction for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Seam-Cutting Based Unmanned Aerial Vehicle Hyperspectral Image Stitching.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

HNU-HMiF: A UAV-Borne Dataset for Hyperspectral and Multispectral Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Comparative Study of Noise Sensitivity on Different Hyperspectral Classification Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Hyperspectral Anomaly Detection With Kernel Isolation Forest.
IEEE Trans. Geosci. Remote. Sens., 2020

Game Theory-Based Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020

Multilabel Sample Augmentation-Based Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Multichannel Pulse-Coupled Neural Network-Based Hyperspectral Image Visualization.
IEEE Trans. Geosci. Remote. Sens., 2020

Component Decomposition-Based Hyperspectral Resolution Enhancement for Mineral Mapping.
Remote. Sens., 2020

Multilevel Structure Extraction-Based Multi-Sensor Data Fusion.
Remote. Sens., 2020

Hyperspectral image visualization with edge-preserving filtering and principal component analysis.
Inf. Fusion, 2020

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep.
CoRR, 2020

Noise Analysis of Hyperspectral Images Captured by Different Sensors.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multiscale Feature Extraction with Gaussian Curvature Filter for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Intrinsic Image Decomposition-Based Resolution Enhancement for Mineral Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Sun Glint Removal of Hyperspectral Images via Texture-Aware Total Variation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Density Peak-Based Noisy Label Detection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2019

Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Dual-Path Network-Based Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019

A Coarse-to-Fine Method for Cloud Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2019

A Two-Stage Multi-Focus Image Fusion Framework Robust to Image Mis-Registration.
IEEE Access, 2019

Isolation Forest for Anomaly Detection in Hyperspectral Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Utilization of Multi-Label Samples For Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Convolutional Neural Network for Natural Color Visualization of Hyperspectral Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
The Effect of Ground Truth on Performance Evaluation of Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Decolorization-Based Hyperspectral Image Visualization.
IEEE Trans. Geosci. Remote. Sens., 2018

KNN-Based Representation of Superpixels for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Gaussian Pyramid Based Multiscale Feature Fusion for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Classification of Hyperspectral Images by Gabor Filtering Based Deep Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Image Classification via Fusing Correlation Coefficient and Joint Sparse Representation.
IEEE Geosci. Remote. Sens. Lett., 2018

Hyperspectral Anomaly Detection With Multiscale Attribute and Edge-Preserving Filters.
IEEE Geosci. Remote. Sens. Lett., 2018

The Effect of Ground Truth on Accuracy Indexes in Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Scale Structure Extraction for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters.
IEEE Trans. Geosci. Remote. Sens., 2017

PCA-Based Edge-Preserving Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Pixel-level image fusion: A survey of the state of the art.
Inf. Fusion, 2017

Gabor filtering based deep network for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral image classification: A benchmark.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Shadow detection in very high-resolution satellite images by extended random walker.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Hyperspectral image classification based on KNN sparse representation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2015

Extended Random Walker-Based Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model.
IEEE Trans. Geosci. Remote. Sens., 2015

High resolution visible image completion of urban region using corresponding hyperspectral image.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Pansharpening With Matting Model.
IEEE Trans. Geosci. Remote. Sens., 2014

Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering.
IEEE Trans. Geosci. Remote. Sens., 2014

Spectral-Spatial Hyperspectral Image Classification With Edge-Preserving Filtering.
IEEE Trans. Geosci. Remote. Sens., 2014

Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2014

Extended random walkers for hyperspectral image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spectral-spatial hyperspectral classification via shape-adaptive sparse representation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Real-Time Document Image Super-Resolution by Fast Matting.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Multi-modal Image Fusion with KNN Matting.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013
Image Fusion With Guided Filtering.
IEEE Trans. Image Process., 2013

Image matting for fusion of multi-focus images in dynamic scenes.
Inf. Fusion, 2013

Pansharpening of remote sensing images with a matting model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Fast multi-exposure image fusion with median filter and recursive filter.
IEEE Trans. Consumer Electron., 2012

Fusing soft-decision-adaptive and bicubic methods for image interpolation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012


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