Aizhu Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 55

Top Topics

Convolutional Neural Network

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2024)
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 (2024)
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 (2024)
Zhimei Zhang, Yanguo Fan, Aizhu Zhang, Zhijun Jiao
Baseline-Based Soil Salinity Index (BSSI): A Novel Remote Sensing Monitoring Method of Soil Salinization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
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 (2023)
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 (2023)
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 (2023)
Chenglong Zhang, Xiaoli Yang, Aizhu Zhang, Dexin Yu, Nian Liu, Xiaopeng Ma
GSA-UBS: A Novel Medical Hyperspectral Band Selection Based on Gravitational Search Algorithm. BICS (2023)
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) (2022)
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)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2022)
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)
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 (2021)
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)
Honggen Xu, Shuai Jiang, Aizhu Zhang
Path Planning for Unmanned Aerial Vehicle Using a Mix-Strategy-Based Gravitational Search Algorithm. IEEE Access 9 (2021)
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) (2021)
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 (2021)
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)
Xuming Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao
Multiscale Convolution Network with Region-Based Max Voting for Hyprrsprctral Imagrs Classificatton. IGARSS (2020)
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 (2020)
Lin Qiu, Genyun Sun, Aizhu Zhang, Yanjuan Yao
Winter Wheat Phenology Extraction Based on Dense Time Series of Senyinel-1A Data. IGARSS (2020)
Wei Wang, Genyun Sun, Yanjuan Yao, Aizhu Zhang
Superpixel Based Spatial and Temporal Adaptive Reflectance Fusion Model. IGARSS (2020)
Chenglong Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao
Local Correlation Based Data Gravitation Classification for Hyperspectral Image. IGARSS (2020)
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 (2020)
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)
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) (2019)
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) (2019)
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) (2019)
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)
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)
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) (2019)
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)
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 (2019)
Aizhu Zhang, Chenglong Zhang, Jun Rong, Shuang Zhang, Wei Wang, Genyun Sun
Gravitation Based Classification Method For Hyperspectral Imagery. WHISPERS (2019)
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) (2019)
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) (2019)
Aizhu Zhang, Genyun Sun, Xiuping Jia, Chenglong Zhang, Yanjuan Yao
Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy. BICS (2019)
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)
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)
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)
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) (2018)
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)
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)
Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia
A stability constrained adaptive alpha for gravitational search algorithm. Knowl. Based Syst. 139 (2018)
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) (2017)
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) (2017)
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) (2017)
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 (2017)
Genyun Sun, Aizhu Zhang, Zhenjie Wang, Yanjuan Yao, Jing Sheng Ma, Gary D. Couples
Locally informed gravitational search algorithm. Knowl. Based Syst. 104 (2016)
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 (2016)
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 (2016)
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) (2015)
Genyun Sun, Aizhu Zhang
A Hybrid Genetic Algorithm and Gravitational Search Algorithm for Image Segmentation Using Multilevel Thresholding. IbPRIA (2013)