Hongjun Su

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 44

Top Topics

Hyperspectral Image Classification

Anomaly Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
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 (2023)
Pan Zheng, Hongjun Su, Hongliang Lu, Qian Du
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2022)
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 (2022)
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 (2022)
Hongjun Su
On the Design and Development of an Intelligent Safety Warning System for Slow-Moving Vehicles. CSCI (2022)
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 (2022)
Hongjun Su, Yihan Gao, Qian Du
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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 (2022)
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 (2022)
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)
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 (2022)
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 (2021)
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 (2021)
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) (2021)
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) (2020)
Yao Yu, Hongjun Su
Collaborative Representation Ensemble Using Bagging for Hyperspectral Image Classification. IGARSS (2019)
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) (2019)
Yao Yu, Zhaoyue Wu, Hongjun Su, Qian Du
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images. MultiTemp (2019)
Lan Zhang, Hongjun Su, Jingwei Shen
Hyperspectral Dimensionality Reduction Based on Multiscale Superpixelwise Kernel Principal Component Analysis. Remote. Sens. 11 (10) (2019)
Zhaoyue Wu, Hongjun Su, Qian Du
Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection. IGARSS (2019)
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) (2018)
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) (2018)
Zhaoyue Wu, Hongjun Su, Pan Zheng
Hyperspectral Anomaly Detection Using Collaborative Representation with PCA Remove Outlier. WHISPERS (2018)
Zhaohui Xue, Peijun Du, Hongjun Su, Shaoguang Zhou
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. Remote. Sens. 9 (4) (2017)
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (4) (2017)
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) (2017)
Hongjun Su, Bo Zhao, Qian Du, Yehua Sheng
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13 (9) (2016)
Hongjun Su, Bin Yong, Qian Du
Hyperspectral Band Selection Using Improved Firefly Algorithm. IEEE Geosci. Remote. Sens. Lett. 13 (1) (2016)
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) (2016)
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)
Hongjun Su, Hong Zhang
Hybrid Clustering Based on a Graph Model. ISCID (1) (2016)
Sen Jia, Jie Hu, Lin Deng, Hongjun Su
Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification. WHISPERS (2016)
Hongjun Su, Bo Zhao
Conformal geometric algebra based band selection and classification for hyperspectral imagery. WHISPERS (2016)
Hongjun Su, Yue Cai
Firefly algorithm optimized extreme learning machine for hyperspectral image classification. Geoinformatics (2015)
Hongjun Su, Peijun Du
A novel dynamic classifier ensemble algorithm for hyperspectral image classification. WHISPERS (2015)
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53 (11) (2015)
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) (2015)
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)
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)
Hongjun Su, Qiannan Li, Peijun Du
Hyperspectral band selection using firefly algorithm. WHISPERS (2014)
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) (2014)
Chen Chen, Wei Li, Hongjun Su, Kui Liu
Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine. Remote. Sens. 6 (6) (2014)
Zhaohui Xue, Peijun Du, Hongjun Su
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. WHISPERS (2014)
Hongjun Su, Qian Du, Peijun Du
Hyperspectral Image Visualization Using Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
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) (2014)
Zhaohui Xue, Peijun Du, Hongjun Su
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. WHISPERS (2013)
Hongjun Su, Peijun Du, Qian Du
A novel endmember extraction method using modified maximum spectral screening. IGARSS (2013)
Zhaohui Xue, Peijun Du, Hongjun Su
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. WHISPERS (2013)
Hongjun Su, Qian Du, Peijun Du
An optimized band selection scheme for hyperspectral imagery analysis. WHISPERS (2013)
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)
Hongjun Su, Qian Du, Peijun Du
Hyperspectral imagery visualization using band selection. WHISPERS (2012)
Hongjun Su, He Yang, Qian Du, Yehua Sheng
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8 (6) (2011)
He Yang, Qian Du, Hongjun Su, Yehua Sheng
An Efficient Method for Supervised Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 8 (1) (2011)
Hong Zhang, Hongjun Su
3D object recognition using kernel construction of phase wrapped images. ICDIP (2011)
Hongjun Su, Guonian Lv, Yongning Wen, Yehua Sheng
Distributed Geographical Model Service Based on WSRF. ScalCom-EmbeddedCom (2009)
Hongjun Su, Hong Zhang, Ray Hashemi
Distributed and Integrated and and Collaborative Research Environment (DiCore): An Architectural Design. SNPD (1) (2007)
Hong Zhang, Hongjun Su
A Collaborative System for Software Engineering Education. COMPSAC (2) (2007)
Hong Zhang, Hongjun Su, Xianyu Su
A Phase Unwrapping Algorithm for 3D Reconstruction. SNPD (2) (2007)
Hongjun Su, Mohammed Atiquzzaman
ItswTCM: a new aggregate marker to improve fairness in DiffServ. Comput. Commun. 26 (9) (2003)
Hongjun Su, Mohammed Atiquzzaman
ItswTCM: a new aggregate marker to improve fairness in DiffServ. GLOBECOM (2001)
Hongjun Su, Mohammed Atiquzzaman
End-to-end QoS for differentiated services and ATM internetworking. ICCCN (2000)