Hongjun Su

Orcid: 0000-0002-8991-8568

According to our database1, Hongjun Su authored at least 81 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Beyond Spectral Shift Mitigation: Knowledge Swap Net for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Hypergraph Convolutional Network With Multiple Hyperedges Fusion for Hyperspectral Image Classification Under Limited Samples.
IEEE Trans. Geosci. Remote. Sens., 2024

Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Structure-Prior-Constrained Low-Rank and Sparse Representation With Discriminative Incremental Dictionary for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples.
IEEE Trans. Geosci. Remote. Sens., 2024

Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Deformable Transformer and Spectral U-Net for Large-Scale Hyperspectral Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Local Peak Savitzky-Golay for Spatio-Temporal Reconstruction of Landsat NDVI Time Series: A Case Study Over the Qinghai-Tibet Plateau.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Spectral-Spatial Score Fusion Attention Network for Hyperspectral Image Classification With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Typical Mineral Abundance Estimation of Chang'e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing Model.
Proceedings of the IGARSS 2024, 2024

A Novel Iterative Semi-Supervised Learning Framework based on Few-shot Samples for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery.
Proceedings of the IGARSS 2024, 2024

2023
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2023

Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens., 2022

Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

On the Design and Development of an Intelligent Safety Warning System for Slow-Moving Vehicles.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Improving the Accuracy of Fractional Evergreen Forest Cover Estimation at Subpixel Scale in Cloudy and Rainy Areas by Harmonizing Landsat-8 and Sentinel-2 Time-Series Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

2020
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens., 2020

2019
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Dimensionality Reduction Based on Multiscale Superpixelwise Kernel Principal Component Analysis.
Remote. Sens., 2019

Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Collaborative Representation Ensemble Using Bagging for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Anomaly Detection Using Collaborative Representation with PCA Remove Outlier.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

2017
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective.
Remote. Sens., 2017

2016
Land-use scene classification using multi-scale completed local binary patterns.
Signal Image Video Process., 2016

Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

Hyperspectral Band Selection Using Improved Firefly Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2016

Conformal geometric algebra based band selection and classification for hyperspectral imagery.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hybrid Clustering Based on a Graph Model.
Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016

Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

A novel dynamic classifier ensemble algorithm for hyperspectral image classification.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Firefly algorithm optimized extreme learning machine for hyperspectral image classification.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

Gabor-Filtering-Based Completed Local Binary Patterns for Land-Use Scene Classification.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hyperspectral Image Visualization Using Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Optimized Hyperspectral Band Selection Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine.
Remote. Sens., 2014

Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Hyperspectral band selection using firefly algorithm.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

An optimized band selection scheme for hyperspectral imagery analysis.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A novel endmember extraction method using modified maximum spectral screening.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Hyperspectral imagery visualization using band selection.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A review on the geological applications of hyperspectral remote sensing technology.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

2011
An Efficient Method for Supervised Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett., 2011

Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

3D object recognition using kernel construction of phase wrapped images.
Proceedings of the Third International Conference on Digital Image Processing, 2011

2009
Distributed Geographical Model Service Based on WSRF.
Proceedings of the International Conference on Scalable Computing and Communications / Eighth International Conference on Embedded Computing, 2009

2007
A Phase Unwrapping Algorithm for 3D Reconstruction.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Distributed and Integrated and and Collaborative Research Environment (DiCore): An Architectural Design.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

A Collaborative System for Software Engineering Education.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2003
ItswTCM: a new aggregate marker to improve fairness in DiffServ.
Comput. Commun., 2003

2000
End-to-end QoS for differentiated services and ATM internetworking.
Proceedings of the Proceedings Ninth International Conference on Computer Communications and Networks, 2000


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