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2020 – today
- 2024
[j22]Ziqi Xin, Zhongwei Li, Mingming Xu, Leiquan Wang, Guangbo Ren, Jianbu Wang, Yabin Hu:
Feature disentanglement based domain adaptation network for cross-scene coastal wetland hyperspectral image classification. Int. J. Appl. Earth Obs. Geoinformation 129: 103850 (2024)- [j21]Wuli Wang
, Chong Li, Peng Ren, Xinchao Lu, Jianbu Wang, Guangbo Ren, Baodi Liu:
Dual-Branch Feature Fusion Network Based Cross-Modal Enhanced CNN and Transformer for Hyperspectral and LiDAR Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j20]Feifei Zhang, Yabin Hu, Yi Ma, Guangbo Ren, Zhongwei Li, Yuhai Bao:
GCU-Net: Remote Sensing Classification Method for Coral Reef Geomorphology Integrating Geospatial Cognition. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j19]Fangming Guo, Qiao Meng, Zhongwei Li, Guangbo Ren, Leiquan Wang, Jie Zhang, Rongyu Xin, Yabin Hu:
Multisource Feature Embedding and Interaction Fusion Network for Coastal Wetland Classification With Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j18]Xiaohu Ma, Wuli Wang, Wei Li, Jianbu Wang, Guangbo Ren, Peng Ren, Baodi Liu:
An Ultralightweight Hybrid CNN Based on Redundancy Removal for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j17]Wuli Wang, Li Zhang, Sichao Fu, Peng Ren, Guangbo Ren, Qinmu Peng, Baodi Liu:
Gradient Guided Multiscale Feature Collaboration Networks for Few-Shot Class-Incremental Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j16]Li Zhang, Sichao Fu, Wuli Wang, Peng Ren, Qinmu Peng, Guangbo Ren, Baodi Liu:
Toward Cross-Domain Class-Incremental Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [c5]Huayu Li, Jie Zhang, Guangbo Ren, Fangming Guo, Jianbu Wang:
Fine-Scale Classification of Wetland in the Yellow River Estuary based on UAV Hyperspectral Data. IGARSS 2024: 7873-7876 - 2023
- [j15]Fangming Guo, Zhongwei Li, Qiao Meng, Guangbo Ren, Leiquan Wang, Jianbu Wang, Huawei Qin, Jie Zhang:
Semi-supervised cross-domain feature fusion classification network for coastal wetland classification with hyperspectral and LiDAR data. Int. J. Appl. Earth Obs. Geoinformation 120: 103354 (2023) - [j14]Xiaohu Ma, Xudong Kang, Huawei Qin, Wuli Wang, Guangbo Ren, Jianbu Wang, Baodi Liu:
A Lightweight Hybrid Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - 2022
- [j13]Binge Cui, Xinhui Li, Jing Wu, Guangbo Ren, Yan Lu:
Tiny-Scene Embedding Network for Coastal Wetland Mapping Using Zhuhai-1 Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j12]Mingming Xu, Zhiru Yang, Guangbo Ren, Hui Sheng, Shanwei Liu, Wei Liu, Chuanlong Ye:
L₁ Sparsity-Constrained Archetypal Analysis Algorithm for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j11]Wenqing Zhu, Guangbo Ren, Jianping Wang, Jianbu Wang, Yabin Hu, Zhaoyang Lin, Wei Li, Yajie Zhao, Shibao Li, Ning Wang:
Monitoring the Invasive Plant Spartina alterniflora in Jiangsu Coastal Wetland Using MRCNN and Long-Time Series Landsat Data. Remote. Sens. 14(11): 2630 (2022) - 2021
- [j10]Weiwei Sun, Kai Liu, Guangbo Ren, Weiwei Liu, Gang Yang, Xiangchao Meng, Jiangtao Peng:
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 104: 102572 (2021) - [j9]Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia:
Multimodal hyperspectral remote sensing: an overview and perspective. Sci. China Inf. Sci. 64(2) (2021) - [j8]Guangbo Ren, Jianbu Wang, Yunfei Lu, Peiqiang Wu, Xiaoqing Lu, Chen Chen, Yi Ma:
Monitoring Changes to Arctic Vegetation and Glaciers at Ny-Ålesund, Svalbard, Based on Time Series Remote Sensing. Remote. Sens. 13(19): 3845 (2021) - 2020
- [j7]Zhongwei Li, Fangming Guo, Qi Li, Guangbo Ren, Leiquan Wang:
An Encoder-Decoder Convolution Network With Fine-Grained Spatial Information for Hyperspectral Images Classification. IEEE Access 8: 33600-33608 (2020) - [j6]Chen Chen, Yi Ma, Guangbo Ren:
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. 13: 4060-4069 (2020) - [c4]Jie Guo, Chenqi Xu, Xi Zhang, Guangbo Ren:
The Relationship Between Emulsion Film Thickness and Normalized Radar Cross Section Constructed by Experiment. IGARSS 2020: 6586-6587
2010 – 2019
- 2019
- [j5]Yabin Hu, Jie Zhang, Yi Ma, Jubai An, Guangbo Ren, Xiaomin Li:
Hyperspectral Coastal Wetland Classification Based on a Multiobject Convolutional Neural Network Model and Decision Fusion. IEEE Geosci. Remote. Sens. Lett. 16(7): 1110-1114 (2019) - [j4]Chen Chen, Yi Ma, Guangbo Ren:
A Convolutional Neural Network with Fletcher-Reeves Algorithm for Hyperspectral Image Classification. Remote. Sens. 11(11): 1325 (2019) - [j3]Leilei Jiao, Weiwei Sun, Gang Yang, Guangbo Ren, Yinnian Liu:
A Hierarchical Classification Framework of Satellite Multispectral/Hyperspectral Images for Mapping Coastal Wetlands. Remote. Sens. 11(19): 2238 (2019) - 2018
- [j2]Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren:
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. Remote. Sens. 10(12): 2036 (2018) - [j1]Binge Cui, Xiaoyun Xie, Xiudan Ma, Guangbo Ren, Yi Ma:
Superpixel-Based Extended Random Walker for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(6): 3233-3243 (2018) - 2016
- [c3]Guoqiang Yang, Yi Ma, Guangbo Ren, Yuhai Bao:
High resolution remote sensing classification of coral reef substrate, base on SVM - Taken XiSha Zhaoshu island as an example. IGARSS 2016: 759-762 - [c2]Junfang Yang, Guangbo Ren, Yi Ma, Yanguo Fan:
Coastal wetland classification based on high resolution SAR and optical image fusion. IGARSS 2016: 886-889
2000 – 2009
- 2008
- [c1]Guangbo Ren, Ronger Zheng, Jie Zhang, Yi Ma, Tingwei Cui:
A New Classification Method of High Spatial Resolution Remote Sensing Image. CSSE (1) 2008: 1073-1076
Coauthor Index
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