Guangbo Ren

36 papers C 4Journal 31Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
FRFSL: Feature Reconstruction-Based Cross-Domain Few-Shot Learning for Coastal Wetland Hyperspectral Image Classification.
IEEE Trans. Image Process.
Qixing Yu, Zhongwei Li, Ziqi Xin, Fangming Guo, Guangbo Ren, Jianbu Wang, Zhenggang Bi
2026 J jnl
Remote Sensing Identification and Mapping of Spartina Alterniflora in Chinese Mainland Coastal at 2 m Spatial Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yabin Hu, Wenqing Zhu, Guangbo Ren, Peiqiang Wu, Jianbu Wang, Wenshuo Zhu, Hongquan Xin, Shouqiang Fu, Haipeng Xu, Yi Ma
2025 J jnl
A spatial-spectral fusion convolutional transformer network with contextual multi-head self-attention for hyperspectral image classification.
Neural Networks
Wuli Wang, Qi Sun, Li Zhang, Peng Ren, Jianbu Wang, Guangbo Ren, Baodi Liu
2025 J jnl
Category Semantic-Guided Unsupervised Domain Adaptation Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Binge Cui, Shihan Huang, Guangbo Ren, Haojie Li, Jianzhi Yu
2025 J jnl
ER-GMMD: Cross-Scene Remote Sensing Classification Method of Tamarix chinensis in the Yellow River Estuary.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Liying Zhu, Yabin Hu, Guangbo Ren, Na Qiao, Ziyue Meng, Jianbu Wang, Yajie Zhao, Shibao Li, Yi Ma
2025 J jnl
Early Invasion Process Monitoring of Spartina Alterniflora Using Long Time Series High-Resolution Satellite Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Guangbo Ren, Yabin Hu, Feng Lu, Yingfeng Zhou, Jianbu Wang, Peiqiang Wu, Yi Ma
2025 J jnl
Instance-Wise Domain Generalization for Cross-Scene Wetland Classification With Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Fangming Guo, Zhongwei Li, Guangbo Ren, Leiquan Wang, Jie Zhang, Jianbu Wang, Yabin Hu, Min Yang
2025 J jnl
Knowledge-Driven Category Representation Learning for Remote Sensing Classification of Coastal Wetlands.
IEEE Trans. Geosci. Remote. Sens.
Binge Cui, Dongrui Lv, Huan Sun, Guangbo Ren, Haojie Li, Yan Lu
2025 J jnl
SAA-VMamba: cross-domain adaptive remote sensing recognition method of Sonneratia apetala.
Int. J. Digit. Earth
Ziyuan Zhang, Guangbo Ren, Peiqiang Wu, Yabin Hu, Shanwei Liu, Feifei Zhang, Liying Zhu
2024 J jnl
An Ultralightweight Hybrid CNN Based on Redundancy Removal for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaohu Ma, Wuli Wang, Wei Li, Jianbu Wang, Guangbo Ren, Peng Ren, Baodi Liu
2024 J jnl
Dual-Branch Feature Fusion Network Based Cross-Modal Enhanced CNN and Transformer for Hyperspectral and LiDAR Classification.
IEEE Geosci. Remote. Sens. Lett.
Wuli Wang, Chong Li, Peng Ren, Xinchao Lu, Jianbu Wang, Guangbo Ren, Baodi Liu
2024 J jnl
Feature disentanglement based domain adaptation network for cross-scene coastal wetland hyperspectral image classification.
Int. J. Appl. Earth Obs. Geoinformation
Ziqi Xin, Zhongwei Li, Mingming Xu, Leiquan Wang, Guangbo Ren, Jianbu Wang, Yabin Hu
2024 C conf
Fine-Scale Classification of Wetland in the Yellow River Estuary based on UAV Hyperspectral Data.
IGARSS
Huayu Li, Jie Zhang, Guangbo Ren, Fangming Guo, Jianbu Wang
2024 J jnl
GCU-Net: Remote Sensing Classification Method for Coral Reef Geomorphology Integrating Geospatial Cognition.
IEEE Geosci. Remote. Sens. Lett.
Feifei Zhang, Yabin Hu, Yi Ma, Guangbo Ren, Zhongwei Li, Yuhai Bao
2024 J jnl
Gradient Guided Multiscale Feature Collaboration Networks for Few-Shot Class-Incremental Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Wuli Wang, Li Zhang, Sichao Fu, Peng Ren, Guangbo Ren, Qinmu Peng, Baodi Liu
2024 J jnl
Multisource Feature Embedding and Interaction Fusion Network for Coastal Wetland Classification With Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Fangming Guo, Qiao Meng, Zhongwei Li, Guangbo Ren, Leiquan Wang, Jie Zhang, Rongyu Xin, Yabin Hu
2024 J jnl
Toward Cross-Domain Class-Incremental Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Li Zhang, Sichao Fu, Wuli Wang, Peng Ren, Qinmu Peng, Guangbo Ren, Baodi Liu
2023 J jnl
A Lightweight Hybrid Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaohu Ma, Xudong Kang, Huawei Qin, Wuli Wang, Guangbo Ren, Jianbu Wang, Baodi Liu
2023 J jnl
Semi-supervised cross-domain feature fusion classification network for coastal wetland classification with hyperspectral and LiDAR data.
Int. J. Appl. Earth Obs. Geoinformation
Fangming Guo, Zhongwei Li, Qiao Meng, Guangbo Ren, Leiquan Wang, Jianbu Wang, Huawei Qin, Jie Zhang
2022 J jnl
L₁ Sparsity-Constrained Archetypal Analysis Algorithm for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Mingming Xu, Zhiru Yang, Guangbo Ren, Hui Sheng, Shanwei Liu, Wei Liu, Chuanlong Ye
2022 J jnl
Monitoring the Invasive Plant Spartina alterniflora in Jiangsu Coastal Wetland Using MRCNN and Long-Time Series Landsat Data.
Remote. Sens.
Wenqing Zhu, Guangbo Ren, Jianping Wang, Jianbu Wang, Yabin Hu, Zhaoyang Lin, Wei Li, Yajie Zhao, Shibao Li, Ning Wang
2022 J jnl
Tiny-Scene Embedding Network for Coastal Wetland Mapping Using Zhuhai-1 Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Binge Cui, Xinhui Li, Jing Wu, Guangbo Ren, Yan Lu
2021 J jnl
A simple and effective spectral-spatial method for mapping large-scale coastal wetlands using China ZY1-02D satellite hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation
Weiwei Sun, Kai Liu, Guangbo Ren, Weiwei Liu, Gang Yang, Xiangchao Meng, Jiangtao Peng
2021 J jnl
Monitoring Changes to Arctic Vegetation and Glaciers at Ny-Ålesund, Svalbard, Based on Time Series Remote Sensing.
Remote. Sens.
Guangbo Ren, Jianbu Wang, Yunfei Lu, Peiqiang Wu, Xiaoqing Lu, Chen Chen, Yi Ma
2021 J jnl
Multimodal hyperspectral remote sensing: an overview and perspective.
Sci. China Inf. Sci.
Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia
2020 J jnl
An Encoder-Decoder Convolution Network With Fine-Grained Spatial Information for Hyperspectral Images Classification.
IEEE Access
Zhongwei Li, Fangming Guo, Qi Li, Guangbo Ren, Leiquan Wang
2020 J jnl
Hyperspectral Classification Using Deep Belief Networks Based on Conjugate Gradient Update and Pixel-Centric Spectral Block Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chen Chen, Yi Ma, Guangbo Ren
2020 C conf
The Relationship Between Emulsion Film Thickness and Normalized Radar Cross Section Constructed by Experiment.
IGARSS
Jie Guo, Chenqi Xu, Xi Zhang, Guangbo Ren
2019 J jnl
A Convolutional Neural Network with Fletcher-Reeves Algorithm for Hyperspectral Image Classification.
Remote. Sens.
Chen Chen, Yi Ma, Guangbo Ren
2019 J jnl
A Hierarchical Classification Framework of Satellite Multispectral/Hyperspectral Images for Mapping Coastal Wetlands.
Remote. Sens.
Leilei Jiao, Weiwei Sun, Gang Yang, Guangbo Ren, Yinnian Liu
2019 J jnl
Hyperspectral Coastal Wetland Classification Based on a Multiobject Convolutional Neural Network Model and Decision Fusion.
IEEE Geosci. Remote. Sens. Lett.
Yabin Hu, Jie Zhang, Yi Ma, Jubai An, Guangbo Ren, Xiaomin Li
2018 J jnl
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren
2018 J jnl
Superpixel-Based Extended Random Walker for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Binge Cui, Xiaoyun Xie, Xiudan Ma, Guangbo Ren, Yi Ma
2016 C conf
Coastal wetland classification based on high resolution SAR and optical image fusion.
IGARSS
Junfang Yang, Guangbo Ren, Yi Ma, Yanguo Fan
2016 C conf
High resolution remote sensing classification of coral reef substrate, base on SVM - Taken XiSha Zhaoshu island as an example.
IGARSS
Guoqiang Yang, Yi Ma, Guangbo Ren, Yuhai Bao
2008 — conf
A New Classification Method of High Spatial Resolution Remote Sensing Image.
CSSE (1)
Guangbo Ren, Ronger Zheng, Jie Zhang, Yi Ma, Tingwei Cui