Non-local sparse spectral unmixing for remote sensing imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (WHISPERS, 2012)

A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001; Hongyan Zhang 001; Ruyi Feng (WHISPERS, 2013)

Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2014)

An improved weight-calculation non-local sparse unmixing for hyperspectral imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (WHISPERS, 2014)

Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery. - Yanfei Zhong; Ruyi Feng; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Non-local sub-pixel mapping for hyperspectral imagery. - Yanfei Zhong; Yunyun Wu; Ruyi Feng; Xiong Xu; Liangpei Zhang 001 (WHISPERS, 2015)

An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2015)

Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. - Ruyi Feng; Da He; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2016)

Complete dictionary online learning for sparse unmixing. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2016)

Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Yunyun Wu; Da He; Xiong Xu; Liangpei Zhang 001 (Remote. Sens., 2016)

Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory. - Da He; Yanfei Zhong; Ruyi Feng; Liangpei Zhang 001 (Remote. Sens., 2016)

Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Xiong Xu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. - Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2017)

Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery. - Xiaobing Han; Yanfei Zhong; Ruyi Feng; Liangpei Zhang 001 (IGARSS, 2017)

Rolling Guidance Based Scale-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Yanfei Zhong; Lizhe Wang 001; Wenjuan Lin (Remote. Sens., 2017)

Rolling Guidance Based Scaled-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Tian Tian 007; Xianju Li; Kun Sun 002 (IGARSS, 2018)

Adaptive Spatial-Scale-Aware Deep Convolutional Neural Network for High-Resolution Remote Sensing Imagery Scene Classification. - Wei Han 006; Ruyi Feng; Lizhe Wang 001; Lang Gao (IGARSS, 2018)

Least Angle Regression-Based Constrained Sparse Unmixing of Hyperspectral Remote Sensing Imagery. - Ruyi Feng; Lizhe Wang 001; Yanfei Zhong (Remote. Sens., 2018)

Supervised Generative Adversarial Network Based Sample Generation for Scene Classification. - Wei Han 006; Ruyi Feng; Lizhe Wang 001; Jia Chen (IGARSS, 2019)

Sea-Land Segmentation With Res-UNet And Fully Connected CRF. - Zhengquan Chu; Tian Tian 007; Ruyi Feng; Lizhe Wang 001 (IGARSS, 2019)

Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification. - Runyu Fan; Lizhe Wang 001; Ruyi Feng; Yingqian Zhu 001 (IGARSS, 2019)

Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing. - Ruyi Feng; Lizhe Wang 001; Yanfei Zhong (IGARSS, 2019)

D-Resunet: Resunet and Dilated Convolution for High Resolution Satellite Imagery Road Extraction. - Zhiqun Liu; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liqin Cao (IGARSS, 2019)

Multi-Scale Geospatial Object Detection Based on Shallow-Deep Feature Extraction. - Dalal AL-Alimi; Yuxiang Shao; Ruyi Feng; Mohammed Abdulaziz Aide Al-qaness; Mohamed E. Abd Elaziz; Sunghwan Kim 001 (Remote. Sens., 2019)

Joint Local Block Grouping with Noise-Adjusted Principal Component Analysis for Hyperspectral Remote-Sensing Imagery Sparse Unmixing. - Ruyi Feng; Lizhe Wang 001; Yanfei Zhong (Remote. Sens., 2019)

Identification of Hydrothermal Alteration Minerals for Exploring Gold Deposits Based on SVM and PCA Using ASTER Data: A Case Study of Gulong. - Kai Xu; Xiaofeng Wang; Chunfang Kong; Ruyi Feng; Gang Liu; Chonglong Wu (Remote. Sens., 2019)

Multiobjective Sparse Subpixel Mapping for Remote Sensing Imagery. - Mi Song; Yanfei Zhong; Ailong Ma; Ruyi Feng (IEEE Trans. Geosci. Remote. Sens., 2019)

Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. - Jiayu Bai; Ruyi Feng; Lizhe Wang 001; Hao Li 058; Fengpeng Li; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2020)

Multi-Level Strategy-Based Spatial Information Prediction for Spatiotemporal Remote Sensing Imagery Fusion. - Jia Chen; Ruyi Feng; Lizhe Wang 001; Wei Han 006; Jing Huang (IGARSS, 2020)

Fractal Characteristics and Evolution of Urban Land-Use: A Case Study in the Shenzhen City (1988-2015). - Luxiao Cheng; Lizhe Wang 001; Ruyi Feng (IGARSS, 2020)

A Multi-stage Network for Improving the Sample Quality in Aerial Image Object Detection. - Wei Han 006; Ruyi Feng; Lizhe Wang 001; Fengpeng Li; Lin Wu (IGARSS, 2020)

RSSM-Net: Remote Sensing Image Scene Classification Based on Multi-Objective Neural Architecture Search. - Yuting Wan; Yanfei Zhong; Ailong Ma; JunJue Wang; Ruyi Feng (IGARSS, 2020)

Mixed Road User Trajectory Extraction From Moving Aerial Videos Based on Convolution Neural Network Detection. - Ruyi Feng; Changyan Fan; Zhibin Li 003; Xinqiang Chen (IEEE Access, 2020)

Sample generation based on a supervised Wasserstein Generative Adversarial Network for high-resolution remote-sensing scene classification. - Wei Han 006; Lizhe Wang 001; Ruyi Feng; Lang Gao; Xiaodao Chen; Ze Deng; Jia Chen; Peng Liu 024 (Inf. Sci., 2020)

An Improved Pretraining Strategy-Based Scene Classification With Deep Learning. - Zongli Chen; Yiyue Wang; Wei Han 006; Ruyi Feng; Jia Chen (IEEE Geosci. Remote. Sens. Lett., 2020)

Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images. - Jiansi Ren; Ruoxiang Wang; Gang Liu 003; Ruyi Feng; Yuanni Wang; Wei Wu (Remote. Sens., 2020)

Semi-MCNN: A Semisupervised Multi-CNN Ensemble Learning Method for Urban Land Cover Classification Using Submeter HRRS Images. - Runyu Fan; Ruyi Feng; Lizhe Wang 001; Jining Yan; Xiaohan Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification. - Fengpeng Li; Ruyi Feng; Wei Han 006; Lizhe Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

High-Resolution Remote Sensing Image Scene Classification via Key Filter Bank Based on Convolutional Neural Network. - Fengpeng Li; Ruyi Feng; Wei Han 006; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. - Jiayu Bai; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2021)

Joint Superpixel Segmentation and Graph Convolutional Network Road Extration for High-Resolution Remote Sensing Imagery. - Fumin Cui; Ruyi Feng; Lizhe Wang 001; Lifei Wei (IGARSS, 2021)

Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. - Hao Li 058; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Lifei Wei (IGARSS, 2021)

An Analysis for the Work Resumption Under the Covid-19 Epidemic based on VIIRS-DNB Nighttime Lights in China. - Suzheng Tian; Ruyi Feng; Lizhe Wang 001 (IGARSS, 2021)

A Study of Diffusion Equation-Based Land-Use/Land-Cover Change Simulation. - Min Jin; Ruyi Feng; Lizhe Wang 001; Jining Yan (ISPRS Int. J. Geo Inf., 2021)

An Analysis of the Work Resumption in China under the COVID-19 Epidemic Based on Night Time Lights Data. - Suzheng Tian; Ruyi Feng; Ji Zhao 006; Lizhe Wang 001 (ISPRS Int. J. Geo Inf., 2021)

Fractal Characteristic Analysis of Urban Land-Cover Spatial Patterns with Spatiotemporal Remote Sensing Images in Shenzhen City (1988-2015). - Luxiao Cheng; Ruyi Feng; Lizhe Wang 001 (Remote. Sens., 2021)

Remote Sensing and Social Sensing Data Fusion for Fine-Resolution Population Mapping With a Multimodel Neural Network. - Luxiao Cheng; Lizhe Wang 001; Ruyi Feng; Jining Yan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Urban Functional Zone Mapping With a Bibranch Neural Network via Fusing Remote Sensing and Social Sensing Data. - Runyu Fan; Ruyi Feng; Wei Han 006; Lizhe Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

GAN-Based LUCC Prediction via the Combination of Prior City Planning Information and Land-Use Probability. - Shuting Sun; Lin Mu; Ruyi Feng; Lizhe Wang 001; Jijun He (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

CycleGAN-STF: Spatiotemporal Fusion via CycleGAN-Based Image Generation. - Jia Chen; Lizhe Wang 001; Ruyi Feng; Peng Liu 024; Wei Han 006; Xiaodao Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network. - Wei Han 006; Runyu Fan; Lizhe Wang 001; Ruyi Feng; Fengpeng Li; Ze Deng; Xiaodao Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. - Hao Li 058; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

A Deep Learning-Based Framework for Urban Active Population Mapping from Remote Sensing Imagery. - Luxiao Cheng; Lizhe Wang 001; Ruyi Feng; Suzheng Tian (IGARSS, 2022)

A Graph-Based Dual Convolutional Network for Automatic Road Extraction from High Resolution Remote Sensing Images. - Fumin Cui; Yichang Shi; Ruyi Feng; Lizhe Wang 001; Tieyong Zeng (IGARSS, 2022)

Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. - Zhi Li 080; Ruyi Feng; Yichang Shi; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Tieyong Zeng (IGARSS, 2022)

Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. - Ziyu Liu; Ruyi Feng; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Tieyong Zeng (IGARSS, 2022)

Mapping mountain glaciers using an improved U-Net model with cSE. - Suzheng Tian; Yusen Dong; Ruyi Feng; Dong Liang 005; Lizhe Wang 001 (Int. J. Digit. Earth, 2022)

Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. - Tingting Liu 007; Miaojiang Wang; Zemin Wang; Ruyi Feng; Chunxia Zhou; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

An Assessment of Electric Power Consumption Using Random Forest and Transferable Deep Model with Multi-Source Data. - Luxiao Cheng; Ruyi Feng; Lizhe Wang 001; Jining Yan; Dong Liang 005 (Remote. Sens., 2022)

Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark. - Xinyu Zhang; Yu Jiang; Lizhe Wang 001; Wei Han 006; Ruyi Feng; Runyu Fan; Sheng Wang 006 (Remote. Sens., 2022)

Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. - Ruyi Feng; Hao Li 058; Lizhe Wang 001; Yanfei Zhong; Liangpei Zhang 001; Tieyong Zeng (IEEE Trans. Geosci. Remote. Sens., 2022)

Dual Learning-Based Graph Neural Network for Remote Sensing Image Super-Resolution. - Ziyu Liu; Ruyi Feng; Lizhe Wang 001; Wei Han 006; Tieyong Zeng (IEEE Trans. Geosci. Remote. Sens., 2022)

MCNet: A Multi-scale and Cascade Network for Semantic Segmentation of Remote Sensing Images. - Yin Zhou; Tianyi Li; Xianju Li; Ruyi Feng (APWeb-WAIM (2), 2023)

TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population. - Ruyi Feng; Zhibin Li 003; Bowen Liu; Yan Ding; Ou Zheng (CoRR, 2023)

Contrastive Multi-view Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks. - Renxiang Guan; Zihao Li; Xianju Li; Chang Tang; Ruyi Feng (CoRR, 2023)

Towards Accurate Image Matching by Exploring Redundancy Between Multiple Descriptors. - Jinhong Yu; Kun Sun 002; Kunqian Li; Chuan Tang; Ruyi Feng (IEEE Geosci. Remote. Sens. Lett., 2023)

Gradient Prior Dilated Convolution Network for Remote Sensing Image Super-Resolution. - Ziyu Liu; Ruyi Feng; Lizhe Wang 001; Tieyong Zeng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Semi-supervised geological disasters named entity recognition using few labeled data. - Xinya Lei; Weijing Song; Runyu Fan; Ruyi Feng; Lizhe Wang 001 (GeoInformatica, 2023)

Vehicle Target Detection Method for Wide-Area SAR Images Based on Coarse-Grained Judgment and Fine-Grained Detection. - Yucheng Song; Shuo Wang; Qing Li; Hongbin Mu; Ruyi Feng; Tian Tian 006; Jinwen Tian (Remote. Sens., 2023)

MSISR-STF: Spatiotemporal Fusion via Multilevel Single-Image Super-Resolution. - Xiongwei Zheng; Ruyi Feng; Junqing Fan; Wei Han 006; Shengnan Yu; Jia Chen (Remote. Sens., 2023)

Graph Laplacian Regularization and Local Collaborative Sparse Regression Based on Superpixel Segmentation for Hyperspectral Imagery. - Qishen Yang; Ruyi Feng; Lizhe Wang 001; Hui Luo (IGARSS, 2024)

S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images. - Renxiang Guan; Zihao Li; Chujia Song; Guo Yu; Xianju Li; Ruyi Feng (IJCNN, 2024)

Adjustable Molecular Representation for Unified Pre-training Strategy. - Yan Ding; Hao Cheng; Zeliang Ye; Ruyi Feng; Zhongze Gu (CoRR, 2024)

S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images. - Renxiang Guan; Zihao Li; Chujia Song; Guo Yu; Xianju Li; Ruyi Feng (CoRR, 2024)

A Recurrent Feedback Hyperspectral Image Super-Resolution Reconstruction Method by Using Self-Attention-Based Pixel Awareness. - Ruyi Feng; Zhongyu Guo; Xiaofeng Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks. - Renxiang Guan; Zihao Li; Wenxuan Tu; Jun Wang 118; Yue Liu 008; Xianju Li; Chang Tang; Ruyi Feng (IEEE Trans. Geosci. Remote. Sens., 2024)

A CNN- and Transformer-Based Dual-Branch Network for Change Detection with Cross-Layer Feature Fusion and Edge Constraints. - Xiaofeng Wang; Zhongyu Guo; Ruyi Feng (Remote. Sens., 2024)

A Joint Spatiotemporal Prediction and Image Confirmation Model for Vehicle Trajectory Concatenation With Low Detection Rates. - Ruyi Feng; Zhibin Li 003; Bowen Liu; Yan Ding (IEEE Trans. Intell. Transp. Syst., 2024)

A unified multimodal learning method for urban functional zone identification by fusing inner-street visual-textual information from street-view and satellite images. - Jiajun Chen; Runyu Fan; Hongyang Niu; Zijian Xu 007; Jining Yan; Weijing Song; Ruyi Feng (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Remote sensing image interpretation of geological lithology via a sensitive feature self-aggregation deep fusion network. - Kang He 001; Jie Dong; Haozheng Ma; Yujie Cai; Ruyi Feng; Yusen Dong; Lizhe Wang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network Using Vehicle-View Images. - Wenyue Li; Bingfang Wu; Runyu Fan; Fuyou Tian; Miao Zhang 002; Zhaoying Zhou; Jun Hu; Ruyi Feng; Fangming Wu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

MLFF-SFNet: A Visual Perception-Guided Network for High-Accuracy Road Extraction in Remote Sensing Imagery via Multilevel Feature Fusion and Similarity Filtering. - Kaiming Quan; Dongmei Yan; Ruyi Feng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Refined Urban Informal Settlements' Mapping at Agglomeration Scale With the Guidance of Background Knowledge From Easy-Accessed Crowdsourced Geospatial Data. - Runyu Fan; Hongyang Niu; Zijian Xu 007; Jiajun Chen; Ruyi Feng; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

SCENE-YOLO: A One-Stage Remote Sensing Object Detection Network With Scene Supervision. - Tao Zhao; Ruyi Feng; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)