Hongjun Su

97 papers B 2C 7Journal 66Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Elevation and Vegetation Cover Dominate Inter-Basin Water Use Efficiency Patterns in China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Hu, Hongjun Su, Yiping Chen, Yuanwei Qin, Zhaohui Xue, Qian Du
2026 J jnl
Exploring the influence of urban land use and morphology on diurnal heat variation: insights from Travis, Texas.
Urban Inform.
Huan Chen, Chenxi Du, Ting Han, Yifei Jiang, Zixuan Wang, Hongjun Su, Xinchang Zhang, Yiping Chen
2025 J jnl
DSGAU: Dual-Scale Graph Attention U-Nets for Hyperspectral Image Classification With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongzhuang Ji, Leying Song, Zhaohui Xue, Hongjun Su
2025 J jnl
Detection Accuracy of High-Resolution Infrared Satellite Precipitation Estimates Over Mainland China: A Multiperspective Assessment of Fengyun-4A.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Da Qian, Yi Lyu, Zhehui Shen, Hao Wu, Ruochen Huang, Bin Yong, Hongjun Su
2025 J jnl
Free from manually defined potential regions: Large-scale mangrove monitoring based on self-supervised geospatially-aligned prototype learning.
Int. J. Appl. Earth Obs. Geoinformation
Siyu Qian, Zhaohui Xue, Hongjun Su
2025 J jnl
Graph Kolmogorov-Arnold Convolutional Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Yiping Chen, Qian Du
2025 J jnl
KACNet: Kolmogorov-Arnold Convolution Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Hailiang Lu, Mercedes Eugenia Paoletti, Hongjun Su, Weipeng Jing, Juan Mario Haut
2025 J jnl
NSR-Net: Representation Model-Inspired Interpretable Deep Unfolding Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Nie, Zhaohui Xue, Hongjun Su, Jun Li
2025 J jnl
Overcoming Granularity Mismatch in Knowledge Distillation for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hao Wu, Zhaohui Xue, Shaoguang Zhou, Hongjun Su
2025 J jnl
Spectral-Spatial Ensemble Low-Rank Domain Adaptation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xue Zhang, Guoguo Yang, Hongjun Su, Yiping Chen, Zhaohui Xue, Qian Du
2025 J jnl
UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Aijun Xu, Zhaohui Xue, Ziyu Li, Shun Cheng, Hongjun Su, Junshi Xia
2025 J jnl
Weighted Spatiotemporal Fusion via Tensor Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Hui Shen, Hongjun Su, Hongliang Lu, Zhaoyue Wu, Qian Du
2024 C conf
A Novel Iterative Semi-Supervised Learning Framework based on Few-shot Samples for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery.
IGARSS
Hongliang Lu, Jun Hu, Hongjun Su, Pan Zheng, Zhaoyue Wu
2024 J jnl
Beyond Spectral Shift Mitigation: Knowledge Swap Net for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hao Wu, Zhaohui Xue, Shaoguang Zhou, Hongjun Su
2024 J jnl
DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples.
IEEE Trans. Geosci. Remote. Sens.
Ziyu Li, Zhaohui Xue, Mingming Jia, Xiangyu Nie, Hao Wu, Mengxue Zhang, Hongjun Su
2024 J jnl
Deformable Transformer and Spectral U-Net for Large-Scale Hyperspectral Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianjian Zhang, Zhaohui Xue, Hongjun Su
2024 J jnl
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Mercedes Eugenia Paoletti, Qian Du
2024 J jnl
Hypergraph Convolutional Network With Multiple Hyperedges Fusion for Hyperspectral Image Classification Under Limited Samples.
IEEE Trans. Geosci. Remote. Sens.
Yuxiang Wang, Zhaohui Xue, Mingming Jia, Zhiwei Liu, Hongjun Su
2024 J jnl
Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Hongliang Lu, Pan Zheng, Hengyi Zheng, Zhaohui Xue, Qian Du
2024 J jnl
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.
Chenrun Sun, Zhaohui Xue, Ling Zhang, Hongjun Su
2024 J jnl
Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang Zhao, Hongjun Su, Zhaoyue Wu, Zhaohui Xue, Qian Du
2024 J jnl
Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Dezhong Shi, Zhaohui Xue, Qian Du
2024 J jnl
SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Pan Zheng, Zhong Zhang, Juan Mario Haut, Antonio Plaza
2024 J jnl
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Chendi Zhang, Hongjun Su, Xiaolei Wang, Zhaoyue Wu, Yufan Yang, Zhaohui Xue, Qian Du
2024 J jnl
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Zhaohui Xue, Weiwei Sun, Qian Du
2024 J jnl
Spectral-Spatial Score Fusion Attention Network for Hyperspectral Image Classification With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shun Cheng, Zhaohui Xue, Ziyu Li, Aijun Xu, Hongjun Su
2024 J jnl
Structure-Prior-Constrained Low-Rank and Sparse Representation With Discriminative Incremental Dictionary for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Nie, Zhaohui Xue, Cong Lin, Ling Zhang, Hongjun Su
2024 C conf
Typical Mineral Abundance Estimation of Chang'e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing Model.
IGARSS
Pan Zheng, Zhaoyue Wu, Mercedes Eugenia Paoletti, Juan Mario Haut, Jun Hu, Hongjun Su
2023 J jnl
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.
Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Weiwei Sun, Qian Du
2023 J jnl
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Pan Zheng, Hongjun Su, Hongliang Lu, Qian Du
2023 J jnl
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza
2023 J jnl
Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Fu Shao, Yihan Gao, Huihui Zhang, Weiwei Sun, Qian Du
2023 J jnl
Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yufan Yang, Hongjun Su, Zhaoyue Wu, Qian Du
2023 J jnl
Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yao Liang, Hengyi Zheng, Guoguo Yang, Qian Du, Hongjun Su
2023 J jnl
Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kai Chen, Guoguo Yang, Jing Wang, Qian Du, Hongjun Su
2022 C conf
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation.
IGARSS
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2022 J jnl
Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Yuzheng Hu, Hongliang Lu, Weiwei Sun, Qian Du
2022 J jnl
Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongliang Lu, Hongjun Su, Jun Hu, Qian Du
2022 J jnl
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2022 — conf
On the Design and Development of an Intelligent Safety Warning System for Slow-Moving Vehicles.
CSCI
Hongjun Su
2022 J jnl
Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Huihui Zhang, Zhaoyue Wu, Qian Du
2022 J jnl
Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yihan Gao, Hongjun Su, Hongliang Lu, Qian Du
2022 J jnl
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Yihan Gao, Qian Du
2022 J jnl
Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Cailing Jia, Pan Zheng, Qian Du
2022 J jnl
Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Qian Du
2021 J jnl
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.
Taixia Wu, Yuting Zhao, Shudong Wang, Hongjun Su, Yingying Yang, Dongzhen Jia
2021 J jnl
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Yao Yu, Zhaoyue Wu, Qian Du
2021 J jnl
Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pan Zheng, Hongjun Su, Qian Du
2020 J jnl
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Yao Yu, Qian Du, Peijun Du
2019 C conf
Collaborative Representation Ensemble Using Bagging for Hyperspectral Image Classification.
IGARSS
Yao Yu, Hongjun Su
2019 J jnl
Hyperspectral Dimensionality Reduction Based on Multiscale Superpixelwise Kernel Principal Component Analysis.
Remote. Sens.
Lan Zhang, Hongjun Su, Jingwei Shen
2019 J jnl
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Bo Zhao, Qian Du, Peijun Du
2019 — conf
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images.
MultiTemp
Yao Yu, Zhaoyue Wu, Hongjun Su, Qian Du
2019 C conf
Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection.
IGARSS
Zhaoyue Wu, Hongjun Su, Qian Du
2018 J jnl
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Zhaoyue Wu, Qian Du, Peijun Du
2018 — conf
Hyperspectral Anomaly Detection Using Collaborative Representation with PCA Remove Outlier.
WHISPERS
Zhaoyue Wu, Hongjun Su, Pan Zheng
2018 J jnl
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Bo Zhao, Qian Du, Peijun Du, Zhaohui Xue
2017 J jnl
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective.
Remote. Sens.
Zhaohui Xue, Peijun Du, Hongjun Su, Shaoguang Zhou
2017 J jnl
Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Yue Cai, Qian Du
2017 J jnl
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
2016 — conf
Conformal geometric algebra based band selection and classification for hyperspectral imagery.
WHISPERS
Hongjun Su, Bo Zhao
2016 — conf
Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification.
WHISPERS
Sen Jia, Jie Hu, Lin Deng, Hongjun Su
2016 — conf
Hybrid Clustering Based on a Graph Model.
ISCID (1)
Hongjun Su, Hong Zhang
2016 J jnl
Hyperspectral Band Selection Using Improved Firefly Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Hongjun Su, Bin Yong, Qian Du
2016 J jnl
Land-use scene classification using multi-scale completed local binary patterns.
Signal Image Video Process.
Chen Chen, Baochang Zhang, Hongjun Su, Wei Li, Lu Wang
2016 C conf
Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis.
IGARSS
Zhaohui Xue, Hongjun Su, Peijun Du
2016 J jnl
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Hongjun Su, Bo Zhao, Qian Du, Yehua Sheng
2015 — conf
A novel dynamic classifier ensemble algorithm for hyperspectral image classification.
WHISPERS
Hongjun Su, Peijun Du
2015 — conf
CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration.
WHISPERS
Fuping Gan, Shuneng Liang, Peijun Du, Fuxing Dang, Kun Tan, Hongjun Su, Zhaohui Xue
2015 — conf
Firefly algorithm optimized extreme learning machine for hyperspectral image classification.
Geoinformatics
Hongjun Su, Yue Cai
2015 — conf
Gabor-Filtering-Based Completed Local Binary Patterns for Land-Use Scene Classification.
BigMM
Chen Chen, Libing Zhou, Jianzhong Guo, Wei Li, Hongjun Su, Fangda Guo
2015 J jnl
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Chen Chen, Hongjun Su, Qian Du
2015 J jnl
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
2014 J jnl
Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhaohui Xue, Peijun Du, Hongjun Su
2014 J jnl
Hyperspectral Image Visualization Using Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Qian Du, Peijun Du
2014 — conf
Hyperspectral band selection using firefly algorithm.
WHISPERS
Hongjun Su, Qiannan Li, Peijun Du
2014 — conf
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification.
WHISPERS
Zhaohui Xue, Peijun Du, Hongjun Su
2014 J jnl
Optimized Hyperspectral Band Selection Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Qian Du, Genshe Chen, Peijun Du
2014 J jnl
Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine.
Remote. Sens.
Chen Chen, Wei Li, Hongjun Su, Kui Liu
2013 — conf
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO.
WHISPERS
Zhaohui Xue, Peijun Du, Hongjun Su
2013 C conf
A novel endmember extraction method using modified maximum spectral screening.
IGARSS
Hongjun Su, Peijun Du, Qian Du
2013 — conf
An optimized band selection scheme for hyperspectral imagery analysis.
WHISPERS
Hongjun Su, Qian Du, Peijun Du
2013 — conf
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation.
WHISPERS
Zhaohui Xue, Peijun Du, Hongjun Su
2012 — conf
A review on the geological applications of hyperspectral remote sensing technology.
WHISPERS
Zhizhong Li, Rihong Yang, Fuxing Dang, Peijun Du, Xianfeng Zhang, Bingxiang Tan, Huijie Zhao, Hongjun Su
2012 — conf
Hyperspectral imagery visualization using band selection.
WHISPERS
Hongjun Su, Qian Du, Peijun Du
2011 — conf
3D object recognition using kernel construction of phase wrapped images.
ICDIP
Hong Zhang, Hongjun Su
2011 J jnl
An Efficient Method for Supervised Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett.
He Yang, Qian Du, Hongjun Su, Yehua Sheng
2011 J jnl
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Hongjun Su, He Yang, Qian Du, Yehua Sheng
2009 — conf
Distributed Geographical Model Service Based on WSRF.
ScalCom-EmbeddedCom
Hongjun Su, Guonian Lv, Yongning Wen, Yehua Sheng
2007 — conf
A Collaborative System for Software Engineering Education.
COMPSAC (2)
Hong Zhang, Hongjun Su
2007 — conf
A Phase Unwrapping Algorithm for 3D Reconstruction.
SNPD (2)
Hong Zhang, Hongjun Su, Xianyu Su
2007 — conf
Distributed and Integrated and and Collaborative Research Environment (DiCore): An Architectural Design.
SNPD (1)
Hongjun Su, Hong Zhang, Ray Hashemi
2007 J jnl
Providing an integrated software development environment for undergraduate software engineering courses.
J. Comput. Sci. Coll.
Hongjun Su, Stephen M. Jodis, Hong Zhang
2007 J jnl
Reforming computing education with new web technologies.
J. Comput. Sci. Coll.
Hong Zhang, Hongjun Su
2003 J jnl
ItswTCM: a new aggregate marker to improve fairness in DiffServ.
Comput. Commun.
Hongjun Su, Mohammed Atiquzzaman
2001 B conf
ItswTCM: a new aggregate marker to improve fairness in DiffServ.
GLOBECOM
Hongjun Su, Mohammed Atiquzzaman
2000 B conf
End-to-end QoS for differentiated services and ATM internetworking.
ICCCN
Hongjun Su, Mohammed Atiquzzaman