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2020 – today
- 2025
[j50]Yinhe Li, Jinchang Ren, Hang Fu, Genyun Sun:
GASSM: Global attention and state space model based end-to-end hyperspectral change detection. J. Frankl. Inst. 362(3): 107424 (2025)- 2024
- [j49]Zheng Li, Aizhu Zhang, Genyun Sun, Zheng Han, Xiuping Jia:
Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network. Int. J. Appl. Earth Obs. Geoinformation 127: 103608 (2024) - [j48]Yinhe Li, Jinchang Ren
, Yijun Yan, Genyun Sun, Ping Ma:
SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection. Remote. Sens. 16(13): 2353 (2024) - [j47]Zhijun Jiao, Zhimei Zhang, Aizhu Zhang, Genyun Sun, Lixin Wu:
Modified Multiple Spectrum-Based Vegetation Index (MMSVI): A Reflectance Index With High Spatiotemporal Generalization Ability. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j46]Yuanhao Zhao, Genyun Sun, Ziyan Ling, Aizhu Zhang, Xiuping Jia:
Point-Based Weakly Supervised Deep Learning for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c26]Shilong Zhang, Aizhu Zhang, Zheng Li, Genyun Sun:
Seasonal Inversion of Living Vegetation Volume in Tangdao Bay Based on Optical and Sar Satellite Data. IGARSS 2024: 1777-1781 - [c25]Hang Fu, Aizhu Zhang, Cheng Jing, Genyun Sun:
Rethinking Hyperspectral Image Three-Dimensional Feature Extraction with Singular Spectrum Analysis. IGARSS 2024: 8295-8298 - [c24]Yinhe Li, Jinchang Ren, Zhi Gao, Genyun Sun:
Sparse Autoencoder Based Hyperspectral Anomaly Detection with the Singular Spectrum Analysis Based Spectral Denoising. IGARSS 2024: 9210-9213 - [i1]Hang Fu, Genyun Sun, Yinhe Li, Jinchang Ren, Aizhu Zhang, Cheng Jing, Pedram Ghamisi:
HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model. CoRR abs/2406.05700 (2024) - 2023
- [j45]Hang Fu, Genyun Sun, Aizhu Zhang, Baojie Shao, Jinchang Ren, Xiuping Jia:
Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j44]Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza:
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j43]Genyun Sun, Zhaojie Pan, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Hang Fu, Kai Yan:
Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j42]Yuanhao Zhao, Genyun Sun, Li Zhang, Aizhu Zhang, Xiuping Jia, Zheng Han:
MSRF-Net: Multiscale Receptive Field Network for Building Detection From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - 2022
- [j41]Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong, Jinchang Ren, Xiuping Jia, Yanjuan Yao:
Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification. Remote. Sens. 14(9): 2125 (2022) - [j40]Viet Khanh Ha, Jinchang Ren, Zheng Wang, Genyun Sun, Huimin Zhao, Stephen Marshall:
Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4583-4598 (2022) - [j39]He Sun, Jinchang Ren, Huimin Zhao, Genyun Sun, Wenzhi Liao, Zhenyu Fang, Jaime Zabalza:
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection. IEEE Trans. Cybern. 52(1): 215-227 (2022) - [j38]Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao:
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image. IEEE Trans. Cybern. 52(7): 6158-6169 (2022) - [j37]Hang Fu, Genyun Sun, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j36]Hang Fu, Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiuping Jia, Zhaojie Pan, Hongzhang Ma:
A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j35]Xuming Zhang, Genyun Sun, Xiuping Jia, Lixin Wu, Aizhu Zhang, Jinchang Ren, Hang Fu, Yanjuan Yao:
Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j34]Aizhu Zhang, Genyun Sun, Zhaojie Pan, Jinchang Ren, Xiuping Jia, Chenglong Zhang, Hang Fu, Yanjuan Yao:
Bayesian Gravitation-Based Classification for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c23]Yuye Zhang, Aizhu Zhang, Genyun Sun, Hang Fu, Yanjuan Yao:
Exploring the Influence and Time Variation of Impervious Surface Materials on Urban Surface Heat Island. IGARSS 2022: 6276-6279 - 2021
- [j33]Genyun Sun, Zhijun Jiao, Aizhu Zhang, Feng Li, Hang Fu, Zheng Li:
Hyperspectral image-based vegetation index (HSVI): A new vegetation index for urban ecological research. Int. J. Appl. Earth Obs. Geoinformation 103: 102529 (2021) - [j32]Genyun Sun, Xueqian Rong, Aizhu Zhang, Hui Huang, Jun Rong, Xuming Zhang:
Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images. Cogn. Comput. 13(4): 787-794 (2021) - [j31]Ping Ma, Jinchang Ren, Huimin Zhao, Genyun Sun, Paul Murray, Jiangbin Zheng:
Multiscale 2-D Singular Spectrum Analysis and Principal Component Analysis for Spatial-Spectral Noise-Robust Feature Extraction and Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1233-1245 (2021) - [j30]Zhijun Jiao, Genyun Sun, Aizhu Zhang, Xiuping Jia, Hui Huang, Yanjuan Yao:
Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7557-7569 (2021) - [c22]Ji Cheng, Genyun Sun, Aizhu Zhang, Hang Fu, Zhijun Jiao, Yanjuan Yao:
Synergetic Use of Descending and Ascending SAR with Optical Data for Impervious Surface Mapping. IGARSS 2021: 4272-4275 - [c21]Xin Wang, Yunhua Zhao, Dongsheng Liu, Genyun Sun, Aizhu Zhang, Jing Li:
A Lightweight and Multi-Scale CNN Model for Land-Cover Classification with High-Resolution Remote Sensing Images. IGARSS 2021: 5989-5992 - [c20]Zhijun Jiao, Aizhu Zhang, Genyun Sun, Hang Fu, Yanjuan Yao:
Hyperspectral Image Based Vegetation Index (HSVI): A New Vegetation Index for Urban Ecological Research. IGARSS 2021: 8249-8252 - 2020
- [j29]Genyun Sun, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu Zhang, Yanjuan Yao, Huimin Zhao:
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images. Int. J. Appl. Earth Obs. Geoinformation 91: 102157 (2020) - [j28]Feng Li, Chengming Zhang, Wenwen Zhang, Zhigang Xu, Shouyi Wang, Genyun Sun, Zhenjie Wang:
Improved Winter Wheat Spatial Distribution Extraction from High-Resolution Remote Sensing Imagery Using Semantic Features and Statistical Analysis. Remote. Sens. 12(3): 538 (2020) - [j27]Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia:
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2214-2225 (2020) - [c19]Xuming Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao:
Multiscale Convolution Network with Region-Based Max Voting for Hyprrsprctral Imagrs Classificatton. IGARSS 2020: 64-67 - [c18]Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao:
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery. IGARSS 2020: 76-79 - [c17]Chenglong Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao:
Local Correlation Based Data Gravitation Classification for Hyperspectral Image. IGARSS 2020: 1279-1282 - [c16]Wei Wang, Genyun Sun, Yanjuan Yao, Aizhu Zhang:
Superpixel Based Spatial and Temporal Adaptive Reflectance Fusion Model. IGARSS 2020: 2308-2311 - [c15]Lin Qiu, Genyun Sun, Aizhu Zhang, Yanjuan Yao:
Winter Wheat Phenology Extraction Based on Dense Time Series of Senyinel-1A Data. IGARSS 2020: 5262-5265
2010 – 2019
- 2019
- [j26]Genyun Sun, Hui Huang, Qihao Weng, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen:
Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery. Int. J. Appl. Earth Obs. Geoinformation 78: 53-65 (2019) - [j25]Aizhu Zhang, Si Han Liu, Genyun Sun, Hui Huang, Ping Ma, Jun Rong, Hongzhang Ma, Chengyan Lin, Zhenjie Wang:
Clustering of Remote Sensing Imagery Using a Social Recognition-Based Multi-objective Gravitational Search Algorithm. Cogn. Comput. 11(6): 789-798 (2019) - [j24]Aizhu Zhang, Ping Ma, Si Han Liu, Genyun Sun, Hui Huang, Jaime Zabalza, Zhenjie Wang, Chengyan Lin:
Hyperspectral band selection using crossover-based gravitational search algorithm. IET Image Process. 13(2): 280-286 (2019) - [j23]Julius Tschannerl, Jinchang Ren, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Zhijing Yang, Zheng Wang, Stephen Marshall:
MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm. Inf. Fusion 51: 189-200 (2019) - [j22]Genyun Sun, Hui Huang, Aizhu Zhang, Feng Li, Huimin Zhao, Hang Fu:
Fusion of Multiscale Convolutional Neural Networks for Building Extraction in Very High-Resolution Images. Remote. Sens. 11(3): 227 (2019) - [j21]Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang Ren, Hui Huang, Xuming Zhang:
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles. Remote. Sens. 11(8): 952 (2019) - [j20]Aizhu Zhang, Shuang Zhang, Genyun Sun, Feng Li, Hang Fu, Yunhua Zhao, Hui Huang, Ji Cheng, Zhenjie Wang:
Mapping of Coastal Cities Using Optimized Spectral-Spatial Features Based Multi-Scale Superpixel Classification. Remote. Sens. 11(9): 998 (2019) - [j19]Genyun Sun, Yanan Kong, Xiuping Jia, Aizhu Zhang, Jun Rong, Hongzhang Ma:
Synergistic Use of Optical and Dual-Polarized SAR Data With Multiple Kernel Learning for Urban Impervious Surface Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(1): 223-236 (2019) - [c14]Jun Rong, Genyun Sun, Aizhu Zhang, Hui Huang:
Impervious Surface Extraction from Hyperspectral Images via Superpixels Based Sparse Representation with Morphological Attributes Profiles. BICS 2019: 254-262 - [c13]Aizhu Zhang, Genyun Sun, Xiuping Jia, Chenglong Zhang, Yanjuan Yao:
Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy. BICS 2019: 363-372 - [c12]Ping Ma, Jinchang Ren, Genyun Sun, Paul Murray, Tariq S. Durrani:
Region Based Hierarchical Modelling for Effective Shadow Removal in Natural Images. CSPS 2019: 2336-2342 - [c11]Jun Rong, Hang Fu, Aizhu Zhang, Genyun Sun, Hui Huang, Yanling Hao:
Hyperspectral Image Classification Based on Joint Superpixel-Constrained and Weighted Sparse Representation. IGARSS 2019: 3313-3316 - [c10]Hui Huang, Genyun Sun, Aizhu Zhang, Yanling Hao, Jun Rong, Li Zhang:
Combined Multiscale Convolutional Neural Networks and Superpixels for Building Extraction In Very High-Resolution Images. IGARSS 2019: 7415-7418 - [c9]Aizhu Zhang, Chenglong Zhang, Jun Rong, Shuang Zhang, Wei Wang, Genyun Sun:
Gravitation Based Classification Method For Hyperspectral Imagery. WHISPERS 2019: 1-4 - [c8]Shuang Zhang, Xuming Zhang, Aizhu Zhang, Hang Fu, Ji Cheng, Hui Huang, Genyun Sun, Li Zhang, Yanjuan Yao:
Fusion Of Low-And High-Level Features For Uav Hyperspectral Image Classification. WHISPERS 2019: 1-4 - 2018
- [j18]Yijun Yan, Jinchang Ren, Huimin Zhao, Genyun Sun, Zheng Wang, Jiangbin Zheng, Stephen Marshall, John J. Soraghan:
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos. Cogn. Comput. 10(1): 94-104 (2018) - [j17]Jaime Zabalza, Chunmei Qing, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Jinchang Ren:
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging. J. Frankl. Inst. 355(4): 1733-1751 (2018) - [j16]Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
A stability constrained adaptive alpha for gravitational search algorithm. Knowl. Based Syst. 139: 200-213 (2018) - [j15]Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson:
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging. Pattern Recognit. 77: 316-328 (2018) - [j14]Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan:
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognit. 79: 65-78 (2018) - [j13]Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiaodong Li, Zhenjie Wang, Xiuping Jia:
A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm. IEEE Trans. Cybern. 48(1): 436-447 (2018) - [c7]Ping Ma, Aizhu Zhang, Genyun Sun, Xuming Zhang, Jun Rong, Hui Huang, Yanling Hao, Xueqian Rong, Hongzhang Ma:
Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron. BICS 2018: 130-138 - [c6]Yanling Hao, Genyun Sun, Aizhu Zhang, Hui Huang, Jun Rong, Ping Ma, Xueqian Rong:
3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images. BICS 2018: 139-148 - [c5]Xueqian Rong, Aizhu Zhang, Genyun Sun, Hui Huang, Ping Ma:
High-Resolution Image Classification Using the Dynamic Differential Evolutionary Algorithm Optimized Multi-scale Kernel Support Vector Machine Method. BICS 2018: 334-341 - [c4]Hui Huang, Genyun Sun, Jinchang Ren, Jun Rong, Aizhu Zhang, Yanling Hao:
Spectral-Spatial Topographic Shadow Detection from Sentinel-2A MSI Imagery Via Convolutional Neural Networks. IGARSS 2018: 661-664 - [c3]Xiaolin Chen, Xiuping Jia, Mark Pickering, Genyun Sun:
Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images. IGARSS 2018: 2677-2680 - 2017
- [j12]Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping. Int. J. Appl. Earth Obs. Geoinformation 60: 38-48 (2017) - [j11]Aizhu Zhang, Genyun Sun, Si Han Liu, Zhenjie Wang, Peng Wang, Jing Sheng Ma:
Multi-scale segmentation of very high resolution remote sensing image based on gravitational field and optimized region merging. Multim. Tools Appl. 76(13): 15105-15122 (2017) - [j10]Jin Yeu Tsou, Yanfei Gao, Yuanzhi Zhang, Genyun Sun, Jinchang Ren, Yu Li:
Evaluating Urban Land Carrying Capacity Based on the Ecological Sensitivity Analysis: A Case Study in Hangzhou, China. Remote. Sens. 9(6): 529 (2017) - [j9]Genyun Sun, Aizhu Zhang, Jinchang Ren, Jing Sheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia:
Gravitation-Based Edge Detection in Hyperspectral Images. Remote. Sens. 9(6): 592 (2017) - [j8]Genyun Sun, Yanling Hao, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Binghu Huang, Yuanzhi Zhang, Xiuping Jia:
Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor. Remote. Sens. 9(9): 899 (2017) - [c2]Genyun Sun, Yanling Hao, Jun Rong, Shuna Shi, Jinchang Ren:
Combined Deep Learning and Multiscale Segmentation for Rapid High Resolution Damage Mapping. iThings/GreenCom/CPSCom/SmartData 2017: 1101-1105 - 2016
- [j7]Genyun Sun, Aizhu Zhang, Yanjuan Yao, Zhenjie Wang:
A novel hybrid algorithm of gravitational search algorithm with genetic algorithm for multi-level thresholding. Appl. Soft Comput. 46: 703-730 (2016) - [j6]Genyun Sun, Aizhu Zhang, Xiuping Jia, Xiaodong Li, Shengyue Ji, Zhenjie Wang:
DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm. Inf. Sci. 363: 52-71 (2016) - [j5]Genyun Sun, Aizhu Zhang, Zhenjie Wang, Yanjuan Yao, Jing Sheng Ma, Gary D. Couples:
Locally informed gravitational search algorithm. Knowl. Based Syst. 104: 134-144 (2016) - [j4]Genyun Sun, Xiaolin Chen, Xiuping Jia, Yanjuan Yao, Zhenjie Wang:
Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 2081-2092 (2016) - 2015
- [j3]Qiqi Wang, Genyun Sun, Zhenjie Wang, Aizhu Zhang, Xiaolin Chen, Binghu Huang:
基于斥力的引力搜索算法 (Repulsion Force Based Gravitational Search Algorithm). 计算机科学 42(9): 240-245 (2015) - 2013
- [c1]Genyun Sun, Aizhu Zhang:
A Hybrid Genetic Algorithm and Gravitational Search Algorithm for Image Segmentation Using Multilevel Thresholding. IbPRIA 2013: 707-714 - 2011
- [j2]Genyun Sun, Xikui Sun, Xujun Han:
A New Method for Edge Detection Based on the Criterion of Separability. J. Multim. 6(1): 66-73 (2011)
2000 – 2009
- 2007
- [j1]Genyun Sun, Qinhuo Liu, Qiang Liu, Changyuan Ji, Xiaowen Li:
A novel approach for edge detection based on the theory of universal gravity. Pattern Recognit. 40(10): 2766-2775 (2007)
Coauthor Index
[j49] [j47] [j46] [c26] [c25] [i1] [j45] [j43] [j42] [j41] [j38] [j37] [j36] [j35] [j34] [c23] [j33] [j32] [j30] [c22] [c21] [c20] [j29] [j27] [c19] [c18] [c17] [c16] [c15] [j26] [j25] [j24] [j22] [j21] [j20] [j19] [c14] [c13] [c11] [c10] [c9] [c8] [j16] [j13] [c7] [c6] [c5] [c4] [j12] [j11] [j9] [j8] [j7] [j6] [j5] [j3] [c1]
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