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2020 – today
- 2024
[j50]Hongjun Su
, Dezhong Shi, Zhaohui Xue, Qian Du:
Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 10158-10173 (2024)- [j49]Chenrun Sun, Zhaohui Xue, Ling Zhang, Hongjun Su:
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. 17: 13439-13455 (2024) - [j48]Shun Cheng, Zhaohui Xue, Ziyu Li, Aijun Xu, Hongjun Su:
Spectral-Spatial Score Fusion Attention Network for Hyperspectral Image Classification With Limited Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14521-14542 (2024) - [j47]Yang Zhao, Hongjun Su, Zhaoyue Wu, Zhaohui Xue, Qian Du:
Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18652-18665 (2024) - [j46]Ziyu Li, Zhaohui Xue, Mingming Jia, Xiangyu Nie, Hao Wu, Mengxue Zhang, Hongjun Su:
DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j45]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Zhaohui Xue, Weiwei Sun, Qian Du:
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j44]Xiangyu Nie, Zhaohui Xue, Cong Lin, Ling Zhang, Hongjun Su:
Structure-Prior-Constrained Low-Rank and Sparse Representation With Discriminative Incremental Dictionary for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j43]Hongjun Su, Hongliang Lu, Pan Zheng, Hengyi Zheng, Zhaohui Xue, Qian Du:
Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j42]Yuxiang Wang, Zhaohui Xue, Mingming Jia, Zhiwei Liu, Hongjun Su:
Hypergraph Convolutional Network With Multiple Hyperedges Fusion for Hyperspectral Image Classification Under Limited Samples. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j41]Hao Wu, Zhaohui Xue, Shaoguang Zhou, Hongjun Su:
Beyond Spectral Shift Mitigation: Knowledge Swap Net for Cross-Domain Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j40]Chendi Zhang, Hongjun Su, Xiaolei Wang, Zhaoyue Wu, Yufan Yang, Zhaohui Xue, Qian Du:
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [j39]Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Mercedes Eugenia Paoletti, Qian Du:
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [c31]Pan Zheng, Zhaoyue Wu, Mercedes Eugenia Paoletti, Juan Mario Haut, Jun Hu, Hongjun Su:
Typical Mineral Abundance Estimation of Chang'e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing Model. IGARSS 2024: 6109-6112 - [c30]Hongliang Lu, Jun Hu, Hongjun Su, Pan Zheng, Zhaoyue Wu:
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 2024: 9400-9403 - 2023
- [j38]Yao Liang, Hengyi Zheng, Guoguo Yang, Qian Du, Hongjun Su:
Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6825-6842 (2023) - [j37]Yufan Yang, Hongjun Su, Zhaoyue Wu, Qian Du:
Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6843-6859 (2023) - [j36]Kai Chen, Guoguo Yang, Jing Wang, Qian Du, Hongjun Su:
Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7585-7599 (2023) - [j35]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Weiwei Sun, Qian Du:
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. 61: 1-18 (2023) - [j34]Hongjun Su, Fu Shao, Yihan Gao, Huihui Zhang, Weiwei Sun, Qian Du:
Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j33]Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza:
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j32]Pan Zheng, Hongjun Su, Hongliang Lu, Qian Du:
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - 2022
- [j31]Hongjun Su, Cailing Jia, Pan Zheng, Qian Du:
Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 393-408 (2022) - [j30]Hongliang Lu, Hongjun Su, Jun Hu, Qian Du:
Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2681-2695 (2022) - [j29]Hongjun Su, Yuzheng Hu, Hongliang Lu, Weiwei Sun, Qian Du:
Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2861-2876 (2022) - [j28]Hongjun Su, Huihui Zhang, Zhaoyue Wu, Qian Du:
Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6826-6842 (2022) - [j27]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Qian Du:
Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6912-6927 (2022) - [j26]Yihan Gao, Hongjun Su, Hongliang Lu, Qian Du:
Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j25]Hongjun Su, Yihan Gao, Qian Du:
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j24]Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c29]Hongjun Su:
On the Design and Development of an Intelligent Safety Warning System for Slow-Moving Vehicles. CSCI 2022: 1535-1538 - [c28]Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation. IGARSS 2022: 1979-1982 - 2021
- [j23]Pan Zheng, Hongjun Su, Qian Du:
Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1754-1767 (2021) - [j22]Taixia Wu, Yuting Zhao, Shudong Wang, Hongjun Su, Yingying Yang, Dongzhen Jia:
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. 14: 3373-3385 (2021) - [j21]Hongjun Su, Yao Yu, Zhaoyue Wu, Qian Du:
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(8): 6840-6853 (2021) - 2020
- [j20]Hongjun Su, Yao Yu, Qian Du, Peijun Du:
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 58(6): 3778-3790 (2020)
2010 – 2019
- 2019
- [j19]Lan Zhang, Hongjun Su, Jingwei Shen:
Hyperspectral Dimensionality Reduction Based on Multiscale Superpixelwise Kernel Principal Component Analysis. Remote. Sens. 11(10): 1219 (2019) - [j18]Hongjun Su, Bo Zhao, Qian Du, Peijun Du:
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 1230-1241 (2019) - [c27]Zhaoyue Wu, Hongjun Su, Qian Du:
Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection. IGARSS 2019: 1394-1397 - [c26]Yao Yu, Hongjun Su:
Collaborative Representation Ensemble Using Bagging for Hyperspectral Image Classification. IGARSS 2019: 2738-2741 - [c25]Yao Yu, Zhaoyue Wu, Hongjun Su, Qian Du:
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images. MultiTemp 2019: 1-4 - 2018
- [j17]Hongjun Su, Zhaoyue Wu, Qian Du, Peijun Du:
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 5029-5038 (2018) - [j16]Hongjun Su, Bo Zhao, Qian Du, Peijun Du, Zhaohui Xue:
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(4): 2467-2484 (2018) - [c24]Zhaoyue Wu, Hongjun Su, Pan Zheng:
Hyperspectral Anomaly Detection Using Collaborative Representation with PCA Remove Outlier. WHISPERS 2018: 1-5 - 2017
- [j15]Zhaohui Xue, Peijun Du, Hongjun Su, Shaoguang Zhou:
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. Remote. Sens. 9(4): 386 (2017) - [j14]Hongjun Su, Yue Cai, Qian Du:
Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 309-320 (2017) - [j13]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(4): 2351-2366 (2017) - 2016
- [j12]Hongjun Su, Bin Yong, Qian Du:
Hyperspectral Band Selection Using Improved Firefly Algorithm. IEEE Geosci. Remote. Sens. Lett. 13(1): 68-72 (2016) - [j11]Hongjun Su, Bo Zhao, Qian Du, Yehua Sheng:
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(9): 1236-1240 (2016) - [j10]Chen Chen, Baochang Zhang, Hongjun Su, Wei Li, Lu Wang:
Land-use scene classification using multi-scale completed local binary patterns. Signal Image Video Process. 10(4): 745-752 (2016) - [c23]Zhaohui Xue, Hongjun Su, Peijun Du:
Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis. IGARSS 2016: 779-782 - [c22]Hongjun Su, Hong Zhang:
Hybrid Clustering Based on a Graph Model. ISCID (1) 2016: 242-245 - [c21]Sen Jia, Jie Hu, Lin Deng, Hongjun Su:
Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification. WHISPERS 2016: 1-4 - [c20]Hongjun Su, Bo Zhao:
Conformal geometric algebra based band selection and classification for hyperspectral imagery. WHISPERS 2016: 1-4 - 2015
- [j9]Wei Li, Chen Chen, Hongjun Su, Qian Du:
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 53(7): 3681-3693 (2015) - [j8]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(11): 6114-6133 (2015) - [c19]Chen Chen, Libing Zhou, Jianzhong Guo, Wei Li, Hongjun Su, Fangda Guo:
Gabor-Filtering-Based Completed Local Binary Patterns for Land-Use Scene Classification. BigMM 2015: 324-329 - [c18]Hongjun Su, Yue Cai:
Firefly algorithm optimized extreme learning machine for hyperspectral image classification. Geoinformatics 2015: 1-4 - [c17]Fuping Gan, Shuneng Liang, Peijun Du, Fuxing Dang, Kun Tan, Hongjun Su, Zhaohui Xue:
CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration. WHISPERS 2015: 1-4 - [c16]Hongjun Su, Peijun Du:
A novel dynamic classifier ensemble algorithm for hyperspectral image classification. WHISPERS 2015: 1-4 - 2014
- [j7]Chen Chen, Wei Li, Hongjun Su, Kui Liu:
Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine. Remote. Sens. 6(6): 5795-5814 (2014) - [j6]Zhaohui Xue, Peijun Du, Hongjun Su:
Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2131-2146 (2014) - [j5]Hongjun Su, Qian Du, Peijun Du:
Hyperspectral Image Visualization Using Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2647-2658 (2014) - [j4]Hongjun Su, Qian Du, Genshe Chen, Peijun Du:
Optimized Hyperspectral Band Selection Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2659-2670 (2014) - [c15]Hongjun Su, Qiannan Li, Peijun Du:
Hyperspectral band selection using firefly algorithm. WHISPERS 2014: 1-4 - [c14]Zhaohui Xue, Peijun Du, Hongjun Su:
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. WHISPERS 2014: 1-4 - 2013
- [c13]Hongjun Su, Peijun Du, Qian Du:
A novel endmember extraction method using modified maximum spectral screening. IGARSS 2013: 1015-1018 - [c12]Hongjun Su, Qian Du, Peijun Du:
An optimized band selection scheme for hyperspectral imagery analysis. WHISPERS 2013: 1-4 - [c11]Zhaohui Xue, Peijun Du, Hongjun Su:
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. WHISPERS 2013: 1-4 - [c10]Zhaohui Xue, Peijun Du, Hongjun Su:
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. WHISPERS 2013: 1-4 - 2012
- [c9]Zhizhong Li, Rihong Yang, Fuxing Dang, Peijun Du, Xianfeng Zhang, Bingxiang Tan, Huijie Zhao, Hongjun Su:
A review on the geological applications of hyperspectral remote sensing technology. WHISPERS 2012: 1-4 - [c8]Hongjun Su, Qian Du, Peijun Du:
Hyperspectral imagery visualization using band selection. WHISPERS 2012: 1-4 - 2011
- [j3]He Yang, Qian Du, Hongjun Su, Yehua Sheng:
An Efficient Method for Supervised Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 8(1): 138-142 (2011) - [j2]Hongjun Su, He Yang, Qian Du, Yehua Sheng:
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(6): 1135-1139 (2011) - [c7]Hong Zhang, Hongjun Su:
3D object recognition using kernel construction of phase wrapped images. ICDIP 2011: 80090K
2000 – 2009
- 2009
- [c6]Hongjun Su, Guonian Lv, Yongning Wen, Yehua Sheng:
Distributed Geographical Model Service Based on WSRF. ScalCom-EmbeddedCom 2009: 396-400 - 2007
- [c5]Hong Zhang, Hongjun Su:
A Collaborative System for Software Engineering Education. COMPSAC (2) 2007: 313-318 - [c4]Hongjun Su, Hong Zhang, Ray Hashemi:
Distributed and Integrated and and Collaborative Research Environment (DiCore): An Architectural Design. SNPD (1) 2007: 21-26 - [c3]Hong Zhang, Hongjun Su, Xianyu Su:
A Phase Unwrapping Algorithm for 3D Reconstruction. SNPD (2) 2007: 611-615 - 2003
- [j1]Hongjun Su, Mohammed Atiquzzaman:
ItswTCM: a new aggregate marker to improve fairness in DiffServ. Comput. Commun. 26(9): 1018-1027 (2003) - 2001
- [c2]Hongjun Su, Mohammed Atiquzzaman:
ItswTCM: a new aggregate marker to improve fairness in DiffServ. GLOBECOM 2001: 1841-1846 - 2000
- [c1]Hongjun Su, Mohammed Atiquzzaman:
End-to-end QoS for differentiated services and ATM internetworking. ICCCN 2000: 557-562
Coauthor Index
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