Ruyi Feng

According to our database, Ruyi Feng authored at least 80 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Zhaoying Zhou, Jun Hu, Ruyi Feng, Fangming Wu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

A Joint Spatiotemporal Prediction and Image Confirmation Model for Vehicle Trajectory Concatenation With Low Detection Rates.

Ruyi Feng, Zhibin Li, Bowen Liu, Yan Ding

IEEE Trans. Intell. Transp. Syst., September, 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., July, 2024

Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks.

Renxiang Guan, Zihao Li, Wenxuan Tu, Jun Wang, Yue Liu, Xianju Li, Chang Tang, Ruyi Feng

IEEE Trans. Geosci. Remote. Sens., 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

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

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

Proceedings of the International Joint Conference on Neural Networks, 2024

Graph Laplacian Regularization and Local Collaborative Sparse Regression Based on Superpixel Segmentation for Hyperspectral Imagery.

Qishen Yang, Ruyi Feng, Lizhe Wang, Hui Luo

Proceedings of the IGARSS 2024, 2024

2023

MSISR-STF: Spatiotemporal Fusion via Multilevel Single-Image Super-Resolution.

Xiongwei Zheng, Ruyi Feng, Junqing Fan, Wei Han, Shengnan Yu, Jia Chen

Remote. Sens., December, 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, Jinwen Tian

Remote. Sens., July, 2023

Semi-supervised geological disasters named entity recognition using few labeled data.

Xinya Lei, Weijing Song, Runyu Fan, Ruyi Feng, Lizhe Wang

GeoInformatica, April, 2023

Gradient Prior Dilated Convolution Network for Remote Sensing Image Super-Resolution.

Ziyu Liu, Ruyi Feng, Lizhe Wang, Tieyong Zeng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Towards Accurate Image Matching by Exploring Redundancy Between Multiple Descriptors.

Jinhong Yu, Kun Sun, Kunqian Li, Chuan Tang, Ruyi Feng

IEEE Geosci. Remote. Sens. Lett., 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

TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population.

Ruyi Feng, Zhibin Li, Bowen Liu, Yan Ding, Ou Zheng

CoRR, 2023

MCNet: A Multi-scale and Cascade Network for Semantic Segmentation of Remote Sensing Images.

Yin Zhou, Tianyi Li, Xianju Li, Ruyi Feng

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

2022

Dual Learning-Based Graph Neural Network for Remote Sensing Image Super-Resolution.

Ziyu Liu, Ruyi Feng, Lizhe Wang, Wei Han, Tieyong Zeng

IEEE Trans. Geosci. Remote. Sens., 2022

Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection.

Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng

IEEE Trans. Geosci. 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, Wei Han, Ruyi Feng, Runyu Fan, Sheng Wang

Remote. Sens., 2022

An Assessment of Electric Power Consumption Using Random Forest and Transferable Deep Model with Multi-Source Data.

Luxiao Cheng, Ruyi Feng, Lizhe Wang, Jining Yan, Dong Liang

Remote. Sens., 2022

Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica.

Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang

IEEE Geosci. Remote. Sens. Lett., 2022

Mapping mountain glaciers using an improved U-Net model with cSE.

Suzheng Tian, Yusen Dong, Ruyi Feng, Dong Liang, Lizhe Wang

Int. J. Digit. Earth, 2022

Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior.

Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery.

Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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, Tieyong Zeng

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Deep Learning-Based Framework for Urban Active Population Mapping from Remote Sensing Imagery.

Luxiao Cheng, Lizhe Wang, Ruyi Feng, Suzheng Tian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery.

Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network.

Wei Han, Runyu Fan, Lizhe Wang, Ruyi Feng, Fengpeng Li, Ze Deng, Xiaodao Chen

IEEE Trans. Geosci. Remote. Sens., 2021

CycleGAN-STF: Spatiotemporal Fusion via CycleGAN-Based Image Generation.

Jia Chen, Lizhe Wang, Ruyi Feng, Peng Liu, Wei Han, Xiaodao Chen

IEEE Trans. Geosci. 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, Jijun He

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, Lizhe Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Remote Sensing and Social Sensing Data Fusion for Fine-Resolution Population Mapping With a Multimodel Neural Network.

Luxiao Cheng, Lizhe Wang, Ruyi Feng, Jining Yan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

Remote. Sens., 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, Lizhe Wang

ISPRS Int. J. Geo Inf., 2021

A Study of Diffusion Equation-Based Land-Use/Land-Cover Change Simulation.

Min Jin, Ruyi Feng, Lizhe Wang, Jining Yan

ISPRS Int. J. Geo Inf., 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection.

Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Joint Superpixel Segmentation and Graph Convolutional Network Road Extration for High-Resolution Remote Sensing Imagery.

Fumin Cui, Ruyi Feng, Lizhe Wang, Lifei Wei

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing.

Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

High-Resolution Remote Sensing Image Scene Classification via Key Filter Bank Based on Convolutional Neural Network.

Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang

IEEE Trans. Geosci. Remote. Sens., 2020

An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification.

Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang

IEEE J. Sel. Top. Appl. Earth Obs. 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, Jining Yan, Xiaohan Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images.

Jiansi Ren, Ruoxiang Wang, Gang Liu, Ruyi Feng, Yuanni Wang, Wei Wu

Remote. Sens., 2020

An Improved Pretraining Strategy-Based Scene Classification With Deep Learning.

Zongli Chen, Yiyue Wang, Wei Han, Ruyi Feng, Jia Chen

IEEE Geosci. Remote. Sens. Lett., 2020

Sample generation based on a supervised Wasserstein Generative Adversarial Network for high-resolution remote-sensing scene classification.

Wei Han, Lizhe Wang, Ruyi Feng, Lang Gao, Xiaodao Chen, Ze Deng, Jia Chen, Peng Liu

Inf. Sci., 2020

Mixed Road User Trajectory Extraction From Moving Aerial Videos Based on Convolution Neural Network Detection.

Ruyi Feng, Changyan Fan, Zhibin Li, Xinqiang Chen

IEEE Access, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Multi-stage Network for Improving the Sample Quality in Aerial Image Object Detection.

Wei Han, Ruyi Feng, Lizhe Wang, Fengpeng Li, Lin Wu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Fractal Characteristics and Evolution of Urban Land-Use: A Case Study in the Shenzhen City (1988-2015).

Luxiao Cheng, Lizhe Wang, Ruyi Feng

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multi-Level Strategy-Based Spatial Information Prediction for Spatiotemporal Remote Sensing Imagery Fusion.

Jia Chen, Ruyi Feng, Lizhe Wang, Wei Han, Jing Huang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks.

Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Multiobjective Sparse Subpixel Mapping for Remote Sensing Imagery.

Mi Song, Yanfei Zhong, Ailong Ma, Ruyi Feng

IEEE Trans. Geosci. 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

Joint Local Block Grouping with Noise-Adjusted Principal Component Analysis for Hyperspectral Remote-Sensing Imagery Sparse Unmixing.

Ruyi Feng, Lizhe Wang, Yanfei Zhong

Remote. Sens., 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

Remote. Sens., 2019

D-Resunet: Resunet and Dilated Convolution for High Resolution Satellite Imagery Road Extraction.

Zhiqun Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liqin Cao

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing.

Ruyi Feng, Lizhe Wang, Yanfei Zhong

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification.

Runyu Fan, Lizhe Wang, Ruyi Feng, Yingqian Zhu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sea-Land Segmentation With Res-UNet And Fully Connected CRF.

Zhengquan Chu, Tian Tian, Ruyi Feng, Lizhe Wang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Supervised Generative Adversarial Network Based Sample Generation for Scene Classification.

Wei Han, Ruyi Feng, Lizhe Wang, Jia Chen

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Least Angle Regression-Based Constrained Sparse Unmixing of Hyperspectral Remote Sensing Imagery.

Ruyi Feng, Lizhe Wang, Yanfei Zhong

Remote. Sens., 2018

Adaptive Spatial-Scale-Aware Deep Convolutional Neural Network for High-Resolution Remote Sensing Imagery Scene Classification.

Wei Han, Ruyi Feng, Lizhe Wang, Lang Gao

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Rolling Guidance Based Scaled-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery.

Ruyi Feng, Tian Tian, Xianju Li, Kun Sun

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Rolling Guidance Based Scale-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery.

Ruyi Feng, Yanfei Zhong, Lizhe Wang, Wenjuan Lin

Remote. Sens., 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

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery.

Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery.

Ruyi Feng, Yanfei Zhong, Xiong Xu, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2016

Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery.

Ruyi Feng, Yanfei Zhong, Liangpei Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory.

Da He, Yanfei Zhong, Ruyi Feng, Liangpei Zhang

Remote. Sens., 2016

Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery.

Ruyi Feng, Yanfei Zhong, Yunyun Wu, Da He, Xiong Xu, Liangpei Zhang

Remote. Sens., 2016

Complete dictionary online learning for sparse unmixing.

Ruyi Feng, Yanfei Zhong, Liangpei Zhang

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery.

Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery.

Ruyi Feng, Yanfei Zhong, Liangpei Zhang

IEEE Geosci. Remote. Sens. Lett., 2015

Non-local sub-pixel mapping for hyperspectral imagery.

Yanfei Zhong, Yunyun Wu, Ruyi Feng, Xiong Xu, Liangpei Zhang

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

2014

Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery.

Yanfei Zhong, Ruyi Feng, Liangpei Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An improved weight-calculation non-local sparse unmixing for hyperspectral imagery.

Ruyi Feng, Yanfei Zhong, Liangpei Zhang

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery.

Ruyi Feng, Yanfei Zhong, Liangpei Zhang

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery.

Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012

Non-local sparse spectral unmixing for remote sensing imagery.

Ruyi Feng, Yanfei Zhong, Liangpei Zhang

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012