Genyun Sun

81 papers C 16Misc 1Journal 55Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
An impervious surfaces extraction method based on optical, ascending and descending SAR remote sensing imagery in high-density urban core areas.
Int. J. Appl. Earth Obs. Geoinformation
Aizhu Zhang, Zheng Han, Genyun Sun, Xiaolin Chen, Ji Cheng, Honghsheng Zhang
2025 J jnl
Dual-Branch Attention Convolution Spectral-Spatial Feature Extraction Networks for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Genyun Sun, Cheng Jing, Aizhu Zhang, Xiaolin Chen, Hang Fu, Zhaojie Pan, Ji Cheng
2025 J jnl
GASSM: Global attention and state space model based end-to-end hyperspectral change detection.
J. Frankl. Inst.
Yinhe Li, Jinchang Ren, Hang Fu, Genyun Sun
2025 J jnl
The Impact of Various Impervious Surface Materials and Spatial Patterns on LST.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Genyun Sun, Mengting Wang, Aizhu Zhang, Feng Li, Xiaolin Chen, Yuye Zhang
2024 J jnl
Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network.
Int. J. Appl. Earth Obs. Geoinformation
Zheng Li, Aizhu Zhang, Genyun Sun, Zheng Han, Xiuping Jia
2024 J jnl
ESNet: Anti-Hierarchical Encoder-Decoder Network With Surrounding Expansion and Stripping for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaojie Pan, Genyun Sun, Ziyan Ling, Aizhu Zhang, Hang Fu
2024 J jnl
HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model.
CoRR
Hang Fu, Genyun Sun, Yinhe Li, Jinchang Ren, Aizhu Zhang, Cheng Jing, Pedram Ghamisi
2024 J jnl
Modified Multiple Spectrum-Based Vegetation Index (MMSVI): A Reflectance Index With High Spatiotemporal Generalization Ability.
IEEE Trans. Geosci. Remote. Sens.
Zhijun Jiao, Zhimei Zhang, Aizhu Zhang, Genyun Sun, Lixin Wu
2024 J jnl
Point-Based Weakly Supervised Deep Learning for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yuanhao Zhao, Genyun Sun, Ziyan Ling, Aizhu Zhang, Xiuping Jia
2024 C conf
Rethinking Hyperspectral Image Three-Dimensional Feature Extraction with Singular Spectrum Analysis.
IGARSS
Hang Fu, Aizhu Zhang, Cheng Jing, Genyun Sun
2024 J jnl
SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection.
Remote. Sens.
Yinhe Li, Jinchang Ren, Yijun Yan, Genyun Sun, Ping Ma
2024 C conf
Seasonal Inversion of Living Vegetation Volume in Tangdao Bay Based on Optical and Sar Satellite Data.
IGARSS
Shilong Zhang, Aizhu Zhang, Zheng Li, Genyun Sun
2024 C conf
Sparse Autoencoder Based Hyperspectral Anomaly Detection with the Singular Spectrum Analysis Based Spectral Denoising.
IGARSS
Yinhe Li, Jinchang Ren, Zhi Gao, Genyun Sun
2023 J jnl
Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Genyun Sun, Zhaojie Pan, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Hang Fu, Kai Yan
2023 J jnl
MSRF-Net: Multiscale Receptive Field Network for Building Detection From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yuanhao Zhao, Genyun Sun, Li Zhang, Aizhu Zhang, Xiuping Jia, Zheng Han
2023 J jnl
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza
2023 J jnl
Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Genyun Sun, Aizhu Zhang, Baojie Shao, Jinchang Ren, Xiuping Jia
2022 J jnl
A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hang Fu, Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiuping Jia, Zhaojie Pan, Hongzhang Ma
2022 J jnl
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.
IEEE Trans. Cybern.
He Sun, Jinchang Ren, Huimin Zhao, Genyun Sun, Wenzhi Liao, Zhenyu Fang, Jaime Zabalza
2022 J jnl
Bayesian Gravitation-Based Classification for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Aizhu Zhang, Genyun Sun, Zhaojie Pan, Jinchang Ren, Xiuping Jia, Chenglong Zhang, Hang Fu, Yanjuan Yao
2022 C conf
Exploring the Influence and Time Variation of Impervious Surface Materials on Urban Surface Heat Island.
IGARSS
Yuye Zhang, Aizhu Zhang, Genyun Sun, Hang Fu, Yanjuan Yao
2022 J jnl
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.
Hang Fu, Genyun Sun, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2022 J jnl
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.
Viet Khanh Ha, Jinchang Ren, Zheng Wang, Genyun Sun, Huimin Zhao, Stephen Marshall
2022 J jnl
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image.
IEEE Trans. Cybern.
Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao
2022 J jnl
Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Genyun Sun, Xiuping Jia, Lixin Wu, Aizhu Zhang, Jinchang Ren, Hang Fu, Yanjuan Yao
2022 J jnl
Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification.
Remote. Sens.
Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong, Jinchang Ren, Xiuping Jia, Yanjuan Yao
2021 C conf
A Lightweight and Multi-Scale CNN Model for Land-Cover Classification with High-Resolution Remote Sensing Images.
IGARSS
Xin Wang, Yunhua Zhao, Dongsheng Liu, Genyun Sun, Aizhu Zhang, Jing Li
2021 C conf
Hyperspectral Image Based Vegetation Index (HSVI): A New Vegetation Index for Urban Ecological Research.
IGARSS
Zhijun Jiao, Aizhu Zhang, Genyun Sun, Hang Fu, Yanjuan Yao
2021 J jnl
Hyperspectral image-based vegetation index (HSVI): A new vegetation index for urban ecological research.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Zhijun Jiao, Aizhu Zhang, Feng Li, Hang Fu, Zheng Li
2021 J jnl
Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images.
Cogn. Comput.
Genyun Sun, Xueqian Rong, Aizhu Zhang, Hui Huang, Jun Rong, Xuming Zhang
2021 J jnl
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.
Ping Ma, Jinchang Ren, Huimin Zhao, Genyun Sun, Paul Murray, Jiangbin Zheng
2021 C conf
Synergetic Use of Descending and Ascending SAR with Optical Data for Impervious Surface Mapping.
IGARSS
Ji Cheng, Genyun Sun, Aizhu Zhang, Hang Fu, Zhijun Jiao, Yanjuan Yao
2021 J jnl
Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhijun Jiao, Genyun Sun, Aizhu Zhang, Xiuping Jia, Hui Huang, Yanjuan Yao
2020 C conf
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery.
IGARSS
Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao
2020 J jnl
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.
Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia
2020 J jnl
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu Zhang, Yanjuan Yao, Huimin Zhao
2020 J jnl
Improved Winter Wheat Spatial Distribution Extraction from High-Resolution Remote Sensing Imagery Using Semantic Features and Statistical Analysis.
Remote. Sens.
Feng Li, Chengming Zhang, Wenwen Zhang, Zhigang Xu, Shouyi Wang, Genyun Sun, Zhenjie Wang
2020 C conf
Local Correlation Based Data Gravitation Classification for Hyperspectral Image.
IGARSS
Chenglong Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao
2020 C conf
Multiscale Convolution Network with Region-Based Max Voting for Hyprrsprctral Imagrs Classificatton.
IGARSS
Xuming Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao
2020 C conf
Superpixel Based Spatial and Temporal Adaptive Reflectance Fusion Model.
IGARSS
Wei Wang, Genyun Sun, Yanjuan Yao, Aizhu Zhang
2020 C conf
Winter Wheat Phenology Extraction Based on Dense Time Series of Senyinel-1A Data.
IGARSS
Lin Qiu, Genyun Sun, Aizhu Zhang, Yanjuan Yao
2019 J jnl
Clustering of Remote Sensing Imagery Using a Social Recognition-Based Multi-objective Gravitational Search Algorithm.
Cogn. Comput.
Aizhu Zhang, Si Han Liu, Genyun Sun, Hui Huang, Ping Ma, Jun Rong, Hongzhang Ma, Chengyan Lin, Zhenjie Wang
2019 J jnl
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles.
Remote. Sens.
Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang Ren, Hui Huang, Xuming Zhang
2019 J jnl
Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Hui Huang, Qihao Weng, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen
2019 C conf
Combined Multiscale Convolutional Neural Networks and Superpixels for Building Extraction In Very High-Resolution Images.
IGARSS
Hui Huang, Genyun Sun, Aizhu Zhang, Yanling Hao, Jun Rong, Li Zhang
2019 — conf
Fusion Of Low-And High-Level Features For Uav Hyperspectral Image Classification.
WHISPERS
Shuang Zhang, Xuming Zhang, Aizhu Zhang, Hang Fu, Ji Cheng, Hui Huang, Genyun Sun, Li Zhang, Yanjuan Yao
2019 J jnl
Fusion of Multiscale Convolutional Neural Networks for Building Extraction in Very High-Resolution Images.
Remote. Sens.
Genyun Sun, Hui Huang, Aizhu Zhang, Feng Li, Huimin Zhao, Hang Fu
2019 — conf
Gravitation Based Classification Method For Hyperspectral Imagery.
WHISPERS
Aizhu Zhang, Chenglong Zhang, Jun Rong, Shuang Zhang, Wei Wang, Genyun Sun
2019 C conf
Hyperspectral Image Classification Based on Joint Superpixel-Constrained and Weighted Sparse Representation.
IGARSS
Jun Rong, Hang Fu, Aizhu Zhang, Genyun Sun, Hui Huang, Yanling Hao
2019 J jnl
Hyperspectral band selection using crossover-based gravitational search algorithm.
IET Image Process.
Aizhu Zhang, Ping Ma, Si Han Liu, Genyun Sun, Hui Huang, Jaime Zabalza, Zhenjie Wang, Chengyan Lin
2019 — conf
Impervious Surface Extraction from Hyperspectral Images via Superpixels Based Sparse Representation with Morphological Attributes Profiles.
BICS
Jun Rong, Genyun Sun, Aizhu Zhang, Hui Huang
2019 J jnl
MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm.
Inf. Fusion
Julius Tschannerl, Jinchang Ren, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Zhijing Yang, Zheng Wang, Stephen Marshall
2019 J jnl
Mapping of Coastal Cities Using Optimized Spectral-Spatial Features Based Multi-Scale Superpixel Classification.
Remote. Sens.
Aizhu Zhang, Shuang Zhang, Genyun Sun, Feng Li, Hang Fu, Yunhua Zhao, Hui Huang, Ji Cheng, Zhenjie Wang
2019 — conf
Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy.
BICS
Aizhu Zhang, Genyun Sun, Xiuping Jia, Chenglong Zhang, Yanjuan Yao
2019 — conf
Region Based Hierarchical Modelling for Effective Shadow Removal in Natural Images.
CSPS
Ping Ma, Jinchang Ren, Genyun Sun, Paul Murray, Tariq S. Durrani
2019 J jnl
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.
Genyun Sun, Yanan Kong, Xiuping Jia, Aizhu Zhang, Jun Rong, Hongzhang Ma
2018 — conf
3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images.
BICS
Yanling Hao, Genyun Sun, Aizhu Zhang, Hui Huang, Jun Rong, Ping Ma, Xueqian Rong
2018 J jnl
A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm.
IEEE Trans. Cybern.
Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiaodong Li, Zhenjie Wang, Xiuping Jia
2018 J jnl
A stability constrained adaptive alpha for gravitational search algorithm.
Knowl. Based Syst.
Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2018 J jnl
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos.
Cogn. Comput.
Yijun Yan, Jinchang Ren, Huimin Zhao, Genyun Sun, Zheng Wang, Jiangbin Zheng, Stephen Marshall, John J. Soraghan
2018 J jnl
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging.
J. Frankl. Inst.
Jaime Zabalza, Chunmei Qing, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Jinchang Ren
2018 — conf
Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron.
BICS
Ping Ma, Aizhu Zhang, Genyun Sun, Xuming Zhang, Jun Rong, Hui Huang, Yanling Hao, Xueqian Rong, Hongzhang Ma
2018 — conf
High-Resolution Image Classification Using the Dynamic Differential Evolutionary Algorithm Optimized Multi-scale Kernel Support Vector Machine Method.
BICS
Xueqian Rong, Aizhu Zhang, Genyun Sun, Hui Huang, Ping Ma
2018 C conf
Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images.
IGARSS
Xiaolin Chen, Xiuping Jia, Mark Pickering, Genyun Sun
2018 J jnl
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging.
Pattern Recognit.
Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson
2018 C conf
Spectral-Spatial Topographic Shadow Detection from Sentinel-2A MSI Imagery Via Convolutional Neural Networks.
IGARSS
Hui Huang, Genyun Sun, Jinchang Ren, Jun Rong, Aizhu Zhang, Yanling Hao
2018 J jnl
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement.
Pattern Recognit.
Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan
2017 — conf
Combined Deep Learning and Multiscale Segmentation for Rapid High Resolution Damage Mapping.
iThings/GreenCom/CPSCom/SmartData
Genyun Sun, Yanling Hao, Jun Rong, Shuna Shi, Jinchang Ren
2017 J jnl
Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor.
Remote. Sens.
Genyun Sun, Yanling Hao, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Binghu Huang, Yuanzhi Zhang, Xiuping Jia
2017 J jnl
Evaluating Urban Land Carrying Capacity Based on the Ecological Sensitivity Analysis: A Case Study in Hangzhou, China.
Remote. Sens.
Jin Yeu Tsou, Yanfei Gao, Yuanzhi Zhang, Genyun Sun, Jinchang Ren, Yu Li
2017 J jnl
Gravitation-Based Edge Detection in Hyperspectral Images.
Remote. Sens.
Genyun Sun, Aizhu Zhang, Jinchang Ren, Jing Sheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia
2017 J jnl
Multi-scale segmentation of very high resolution remote sensing image based on gravitational field and optimized region merging.
Multim. Tools Appl.
Aizhu Zhang, Genyun Sun, Si Han Liu, Zhenjie Wang, Peng Wang, Jing Sheng Ma
2017 J jnl
Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping.
Int. J. Appl. Earth Obs. Geoinformation
Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Xiuping Jia
2016 J jnl
A novel hybrid algorithm of gravitational search algorithm with genetic algorithm for multi-level thresholding.
Appl. Soft Comput.
Genyun Sun, Aizhu Zhang, Yanjuan Yao, Zhenjie Wang
2016 J jnl
Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Genyun Sun, Xiaolin Chen, Xiuping Jia, Yanjuan Yao, Zhenjie Wang
2016 J jnl
DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm.
Inf. Sci.
Genyun Sun, Aizhu Zhang, Xiuping Jia, Xiaodong Li, Shengyue Ji, Zhenjie Wang
2016 J jnl
Locally informed gravitational search algorithm.
Knowl. Based Syst.
Genyun Sun, Aizhu Zhang, Zhenjie Wang, Yanjuan Yao, Jing Sheng Ma, Gary D. Couples
2015 J jnl
基于斥力的引力搜索算法 (Repulsion Force Based Gravitational Search Algorithm).
计算机科学
Qiqi Wang, Genyun Sun, Zhenjie Wang, Aizhu Zhang, Xiaolin Chen, Binghu Huang
2013 Misc conf
A Hybrid Genetic Algorithm and Gravitational Search Algorithm for Image Segmentation Using Multilevel Thresholding.
IbPRIA
Genyun Sun, Aizhu Zhang
2011 J jnl
A New Method for Edge Detection Based on the Criterion of Separability.
J. Multim.
Genyun Sun, Xikui Sun, Xujun Han
2007 J jnl
A novel approach for edge detection based on the theory of universal gravity.
Pattern Recognit.
Genyun Sun, Qinhuo Liu, Qiang Liu, Changyuan Ji, Xiaowen Li