A New Classification Method of High Spatial Resolution Remote Sensing Image. - Guangbo Ren; Ronger Zheng; Jie Zhang 019; Yi Ma 004; Tingwei Cui (CSSE (1), 2008)

High resolution remote sensing classification of coral reef substrate, base on SVM - Taken XiSha Zhaoshu island as an example. - Guoqiang Yang; Yi Ma; Guangbo Ren; Yuhai Bao (IGARSS, 2016)

Coastal wetland classification based on high resolution SAR and optical image fusion. - Junfang Yang; Guangbo Ren; Yi Ma; Yanguo Fan (IGARSS, 2016)

Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. - Jiaojiao Li 001; Bobo Xi; Qian Du 001; Rui Song 003; Yunsong Li 001; Guangbo Ren (Remote. Sens., 2018)

Superpixel-Based Extended Random Walker for Hyperspectral Image Classification. - Binge Cui; Xiaoyun Xie; Xiudan Ma; Guangbo Ren; Yi Ma (IEEE Trans. Geosci. Remote. Sens., 2018)

Hyperspectral Coastal Wetland Classification Based on a Multiobject Convolutional Neural Network Model and Decision Fusion. - Yabin Hu; Jie Zhang 019; Yi Ma 004; Jubai An; Guangbo Ren; Xiaomin Li (IEEE Geosci. Remote. Sens. Lett., 2019)

A Convolutional Neural Network with Fletcher-Reeves Algorithm for Hyperspectral Image Classification. - Chen Chen 062; Yi Ma 004; Guangbo Ren (Remote. Sens., 2019)

A Hierarchical Classification Framework of Satellite Multispectral/Hyperspectral Images for Mapping Coastal Wetlands. - Leilei Jiao; Weiwei Sun 005; Gang Yang 006; Guangbo Ren; Yinnian Liu (Remote. Sens., 2019)

The Relationship Between Emulsion Film Thickness and Normalized Radar Cross Section Constructed by Experiment. - Jie Guo; Chenqi Xu; Xi Zhang; Guangbo Ren (IGARSS, 2020)

An Encoder-Decoder Convolution Network With Fine-Grained Spatial Information for Hyperspectral Images Classification. - Zhongwei Li; Fangming Guo; Qi Li; Guangbo Ren; Leiquan Wang (IEEE Access, 2020)

Hyperspectral Classification Using Deep Belief Networks Based on Conjugate Gradient Update and Pixel-Centric Spectral Block Features. - Chen Chen 062; Yi Ma 004; Guangbo Ren (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

A simple and effective spectral-spatial method for mapping large-scale coastal wetlands using China ZY1-02D satellite hyperspectral images. - Weiwei Sun 005; Kai Liu; Guangbo Ren; Weiwei Liu; Gang Yang 006; Xiangchao Meng; Jiangtao Peng (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Multimodal hyperspectral remote sensing: an overview and perspective. - Yanfeng Gu; Tianzhu Liu; Guoming Gao; Guangbo Ren; Yi Ma; Jocelyn Chanussot; Xiuping Jia (Sci. China Inf. Sci., 2021)

Monitoring Changes to Arctic Vegetation and Glaciers at Ny-Ålesund, Svalbard, Based on Time Series Remote Sensing. - Guangbo Ren; Jianbu Wang; Yunfei Lu; Peiqiang Wu; Xiaoqing Lu; Chen Chen; Yi Ma (Remote. Sens., 2021)

Tiny-Scene Embedding Network for Coastal Wetland Mapping Using Zhuhai-1 Hyperspectral Images. - Binge Cui; Xinhui Li; Jing Wu; Guangbo Ren; Yan Lu 014 (IEEE Geosci. Remote. Sens. Lett., 2022)

L₁ Sparsity-Constrained Archetypal Analysis Algorithm for Hyperspectral Unmixing. - Mingming Xu; Zhiru Yang; Guangbo Ren; Hui Sheng; Shanwei Liu; Wei Liu; Chuanlong Ye (IEEE Geosci. Remote. Sens. Lett., 2022)

Monitoring the Invasive Plant Spartina alterniflora in Jiangsu Coastal Wetland Using MRCNN and Long-Time Series Landsat Data. - Wenqing Zhu; Guangbo Ren; Jianping Wang; Jianbu Wang; Yabin Hu; Zhaoyang Lin; Wei Li; Yajie Zhao; Shibao Li; Ning Wang (Remote. Sens., 2022)

A Lightweight Hybrid Convolutional Neural Network for Hyperspectral Image Classification. - Xiaohu Ma; Xudong Kang; Huawei Qin; Wuli Wang; Guangbo Ren; Jianbu Wang; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Semi-supervised cross-domain feature fusion classification network for coastal wetland classification with hyperspectral and LiDAR data. - Fangming Guo; Zhongwei Li; Qiao Meng; Guangbo Ren; Leiquan Wang; Jianbu Wang; Huawei Qin; Jie Zhang 019 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Fine-Scale Classification of Wetland in the Yellow River Estuary based on UAV Hyperspectral Data. - Huayu Li; Jie Zhang 019; Guangbo Ren; Fangming Guo; Jianbu Wang (IGARSS, 2024)

Feature disentanglement based domain adaptation network for cross-scene coastal wetland hyperspectral image classification. - Ziqi Xin; Zhongwei Li; Mingming Xu; Leiquan Wang; Guangbo Ren; Jianbu Wang; Yabin Hu (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Dual-Branch Feature Fusion Network Based Cross-Modal Enhanced CNN and Transformer for Hyperspectral and LiDAR Classification. - Wuli Wang; Chong Li 006; Peng Ren 001; Xinchao Lu; Jianbu Wang; Guangbo Ren; Baodi Liu (IEEE Geosci. Remote. Sens. Lett., 2024)

GCU-Net: Remote Sensing Classification Method for Coral Reef Geomorphology Integrating Geospatial Cognition. - Feifei Zhang; Yabin Hu; Yi Ma 004; Guangbo Ren; Zhongwei Li; Yuhai Bao (IEEE Geosci. Remote. Sens. Lett., 2024)

Multisource Feature Embedding and Interaction Fusion Network for Coastal Wetland Classification With Hyperspectral and LiDAR Data. - Fangming Guo; Qiao Meng; Zhongwei Li; Guangbo Ren; Leiquan Wang; Jie Zhang 019; Rongyu Xin; Yabin Hu (IEEE Trans. Geosci. Remote. Sens., 2024)

An Ultralightweight Hybrid CNN Based on Redundancy Removal for Hyperspectral Image Classification. - Xiaohu Ma; Wuli Wang; Wei Li 032; Jianbu Wang; Guangbo Ren; Peng Ren 001; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

Gradient Guided Multiscale Feature Collaboration Networks for Few-Shot Class-Incremental Remote Sensing Scene Classification. - Wuli Wang; Li Zhang; Sichao Fu; Peng Ren 001; Guangbo Ren; Qinmu Peng; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

Toward Cross-Domain Class-Incremental Remote Sensing Scene Classification. - Li Zhang; Sichao Fu; Wuli Wang; Peng Ren 001; Qinmu Peng; Guangbo Ren; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

A spatial-spectral fusion convolutional transformer network with contextual multi-head self-attention for hyperspectral image classification. - Wuli Wang; Qi Sun; Li Zhang; Peng Ren 001; Jianbu Wang; Guangbo Ren; Baodi Liu (Neural Networks, 2025)

Early Invasion Process Monitoring of Spartina Alterniflora Using Long Time Series High-Resolution Satellite Remote Sensing Imagery. - Guangbo Ren; Yabin Hu; Feng Lu; Yingfeng Zhou; Jianbu Wang; Peiqiang Wu; Yi Ma 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

ER-GMMD: Cross-Scene Remote Sensing Classification Method of Tamarix chinensis in the Yellow River Estuary. - Liying Zhu; Yabin Hu; Guangbo Ren; Na Qiao; Ziyue Meng; Jianbu Wang; Yajie Zhao; Shibao Li; Yi Ma 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Category Semantic-Guided Unsupervised Domain Adaptation Network for Hyperspectral Image Classification. - Binge Cui; Shihan Huang; Guangbo Ren; Haojie Li; Jianzhi Yu (IEEE Trans. Geosci. Remote. Sens., 2025)

Knowledge-Driven Category Representation Learning for Remote Sensing Classification of Coastal Wetlands. - Binge Cui; Dongrui Lv; Huan Sun; Guangbo Ren; Haojie Li; Yan Lu 014 (IEEE Trans. Geosci. Remote. Sens., 2025)

Instance-Wise Domain Generalization for Cross-Scene Wetland Classification With Hyperspectral and LiDAR Data. - Fangming Guo; Zhongwei Li; Guangbo Ren; Leiquan Wang; Jie Zhang 019; Jianbu Wang; Yabin Hu; Min Yang (IEEE Trans. Geosci. Remote. Sens., 2025)