Ruyi Feng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 70

Top Topics

Object Detection

Scene Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

Yan Ding, Hao Cheng, Zeliang Ye, Ruyi Feng, Zhongze Gu
Adjustable Molecular Representation for Unified Pre-training Strategy. CoRR (2024)
Renxiang Guan, Zihao Li, Chujia Song, Guo Yu, Xianju Li, Ruyi Feng
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images. CoRR (2024)
Xiaofeng Wang, Zhongyu Guo, Ruyi Feng
A CNN- and Transformer-Based Dual-Branch Network for Change Detection with Cross-Layer Feature Fusion and Edge Constraints. Remote. Sens. 16 (14) (2024)
Renxiang Guan, Zihao Li, Wenxuan Tu, Jun Wang, Yue Liu, Xianju Li, Chang Tang, Ruyi Feng
Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiongwei Zheng, Ruyi Feng, Junqing Fan, Wei Han, Shengnan Yu, Jia Chen
MSISR-STF: Spatiotemporal Fusion via Multilevel Single-Image Super-Resolution. Remote. Sens. 15 (24) (2023)
Renxiang Guan, Zihao Li, Xianju Li, Chang Tang, Ruyi Feng
Contrastive Multi-view Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks. CoRR (2023)
Ruyi Feng, Zhibin Li, Bowen Liu, Yan Ding, Ou Zheng
TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population. CoRR (2023)
Yucheng Song, Shuo Wang, Qing Li, Hongbin Mu, Ruyi Feng, Tian Tian, Jinwen Tian
Vehicle Target Detection Method for Wide-Area SAR Images Based on Coarse-Grained Judgment and Fine-Grained Detection. Remote. Sens. 15 (13) (2023)
Ziyu Liu, Ruyi Feng, Lizhe Wang, Tieyong Zeng
Gradient Prior Dilated Convolution Network for Remote Sensing Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xinya Lei, Weijing Song, Runyu Fan, Ruyi Feng, Lizhe Wang
Semi-supervised geological disasters named entity recognition using few labeled data. GeoInformatica 27 (2) (2023)
Jinhong Yu, Kun Sun, Kunqian Li, Chuan Tang, Ruyi Feng
Towards Accurate Image Matching by Exploring Redundancy Between Multiple Descriptors. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yin Zhou, Tianyi Li, Xianju Li, Ruyi Feng
MCNet: A Multi-scale and Cascade Network for Semantic Segmentation of Remote Sensing Images. APWeb-WAIM (2) (2023)
Fumin Cui, Yichang Shi, Ruyi Feng, Lizhe Wang, Tieyong Zeng
A Graph-Based Dual Convolutional Network for Automatic Road Extraction from High Resolution Remote Sensing Images. IGARSS (2022)
Ziyu Liu, Ruyi Feng, Lizhe Wang, Wei Han, Tieyong Zeng
Dual Learning-Based Graph Neural Network for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. IGARSS (2022)
Luxiao Cheng, Lizhe Wang, Ruyi Feng, Suzheng Tian
A Deep Learning-Based Framework for Urban Active Population Mapping from Remote Sensing Imagery. IGARSS (2022)
Xinyu Zhang, Yu Jiang, Lizhe Wang, Wei Han, Ruyi Feng, Runyu Fan, Sheng Wang
Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark. Remote. Sens. 14 (19) (2022)
Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang
Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Luxiao Cheng, Ruyi Feng, Lizhe Wang, Jining Yan, Dong Liang
An Assessment of Electric Power Consumption Using Random Forest and Transferable Deep Model with Multi-Source Data. Remote. Sens. 14 (6) (2022)
Suzheng Tian, Yusen Dong, Ruyi Feng, Dong Liang, Lizhe Wang
Mapping mountain glaciers using an improved U-Net model with cSE. Int. J. Digit. Earth 15 (1) (2022)
Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. IGARSS (2022)
Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. IGARSS (2021)
Wei Han, Runyu Fan, Lizhe Wang, Ruyi Feng, Fengpeng Li, Ze Deng, Xiaodao Chen
Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Fumin Cui, Ruyi Feng, Lizhe Wang, Lifei Wei
Joint Superpixel Segmentation and Graph Convolutional Network Road Extration for High-Resolution Remote Sensing Imagery. IGARSS (2021)
Luxiao Cheng, Ruyi Feng, Lizhe Wang
Fractal Characteristic Analysis of Urban Land-Cover Spatial Patterns with Spatiotemporal Remote Sensing Images in Shenzhen City (1988-2015). Remote. Sens. 13 (22) (2021)
Runyu Fan, Ruyi Feng, Wei Han, Lizhe Wang
Urban Functional Zone Mapping With a Bibranch Neural Network via Fusing Remote Sensing and Social Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Suzheng Tian, Ruyi Feng, Ji Zhao, Lizhe Wang
An Analysis of the Work Resumption in China under the COVID-19 Epidemic Based on Night Time Lights Data. ISPRS Int. J. Geo Inf. 10 (9) (2021)
Luxiao Cheng, Lizhe Wang, Ruyi Feng, Jining Yan
Remote Sensing and Social Sensing Data Fusion for Fine-Resolution Population Mapping With a Multimodel Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jia Chen, Lizhe Wang, Ruyi Feng, Peng Liu, Wei Han, Xiaodao Chen
CycleGAN-STF: Spatiotemporal Fusion via CycleGAN-Based Image Generation. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei
Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. IGARSS (2021)
Shuting Sun, Lin Mu, Ruyi Feng, Lizhe Wang, Jijun He
GAN-Based LUCC Prediction via the Combination of Prior City Planning Information and Land-Use Probability. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Suzheng Tian, Ruyi Feng, Lizhe Wang
An Analysis for the Work Resumption Under the Covid-19 Epidemic based on VIIRS-DNB Nighttime Lights in China. IGARSS (2021)
Min Jin, Ruyi Feng, Lizhe Wang, Jining Yan
A Study of Diffusion Equation-Based Land-Use/Land-Cover Change Simulation. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang
An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jia Chen, Ruyi Feng, Lizhe Wang, Wei Han, Jing Huang
Multi-Level Strategy-Based Spatial Information Prediction for Spatiotemporal Remote Sensing Imagery Fusion. IGARSS (2020)
Wei Han, Ruyi Feng, Lizhe Wang, Fengpeng Li, Lin Wu
A Multi-stage Network for Improving the Sample Quality in Aerial Image Object Detection. IGARSS (2020)
Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang
Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. IGARSS (2020)
Luxiao Cheng, Lizhe Wang, Ruyi Feng
Fractal Characteristics and Evolution of Urban Land-Use: A Case Study in the Shenzhen City (1988-2015). IGARSS (2020)
Zongli Chen, Yiyue Wang, Wei Han, Ruyi Feng, Jia Chen
An Improved Pretraining Strategy-Based Scene Classification With Deep Learning. IEEE Geosci. Remote. Sens. Lett. 17 (5) (2020)
Ruyi Feng, Changyan Fan, Zhibin Li, Xinqiang Chen
Mixed Road User Trajectory Extraction From Moving Aerial Videos Based on Convolution Neural Network Detection. IEEE Access 8 (2020)
Runyu Fan, Ruyi Feng, Lizhe Wang, Jining Yan, Xiaohan Zhang
Semi-MCNN: A Semisupervised Multi-CNN Ensemble Learning Method for Urban Land Cover Classification Using Submeter HRRS Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang
High-Resolution Remote Sensing Image Scene Classification via Key Filter Bank Based on Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Ruyi Feng
RSSM-Net: Remote Sensing Image Scene Classification Based on Multi-Objective Neural Architecture Search. IGARSS (2020)
Wei Han, Lizhe Wang, Ruyi Feng, Lang Gao, Xiaodao Chen, Ze Deng, Jia Chen, Peng Liu
Sample generation based on a supervised Wasserstein Generative Adversarial Network for high-resolution remote-sensing scene classification. Inf. Sci. 539 (2020)
Jiansi Ren, Ruoxiang Wang, Gang Liu, Ruyi Feng, Yuanni Wang, Wei Wu
Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images. Remote. Sens. 12 (7) (2020)
Zhengquan Chu, Tian Tian, Ruyi Feng, Lizhe Wang
Sea-Land Segmentation With Res-UNet And Fully Connected CRF. IGARSS (2019)
Wei Han, Ruyi Feng, Lizhe Wang, Jia Chen
Supervised Generative Adversarial Network Based Sample Generation for Scene Classification. IGARSS (2019)
Runyu Fan, Lizhe Wang, Ruyi Feng, Yingqian Zhu
Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification. IGARSS (2019)
Kai Xu, Xiaofeng Wang, Chunfang Kong, Ruyi Feng, Gang Liu, Chonglong Wu
Identification of Hydrothermal Alteration Minerals for Exploring Gold Deposits Based on SVM and PCA Using ASTER Data: A Case Study of Gulong. Remote. Sens. 11 (24) (2019)
Zhiqun Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liqin Cao
D-Resunet: Resunet and Dilated Convolution for High Resolution Satellite Imagery Road Extraction. IGARSS (2019)
Ruyi Feng, Lizhe Wang, Yanfei Zhong
Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing. IGARSS (2019)
Dalal AL-Alimi, Yuxiang Shao, Ruyi Feng, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Sunghwan Kim
Multi-Scale Geospatial Object Detection Based on Shallow-Deep Feature Extraction. Remote. Sens. 11 (21) (2019)
Mi Song, Yanfei Zhong, Ailong Ma, Ruyi Feng
Multiobjective Sparse Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Ruyi Feng, Lizhe Wang, Yanfei Zhong
Joint Local Block Grouping with Noise-Adjusted Principal Component Analysis for Hyperspectral Remote-Sensing Imagery Sparse Unmixing. Remote. Sens. 11 (10) (2019)
Ruyi Feng, Lizhe Wang, Yanfei Zhong
Least Angle Regression-Based Constrained Sparse Unmixing of Hyperspectral Remote Sensing Imagery. Remote. Sens. 10 (10) (2018)
Wei Han, Ruyi Feng, Lizhe Wang, Lang Gao
Adaptive Spatial-Scale-Aware Deep Convolutional Neural Network for High-Resolution Remote Sensing Imagery Scene Classification. IGARSS (2018)
Ruyi Feng, Tian Tian, Xianju Li, Kun Sun
Rolling Guidance Based Scaled-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IGARSS (2018)
Ruyi Feng, Yanfei Zhong, Lizhe Wang, Wenjuan Lin
Rolling Guidance Based Scale-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery. Remote. Sens. 9 (12) (2017)
Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. IGARSS (2017)
Xiaobing Han, Yanfei Zhong, Ruyi Feng, Liangpei Zhang
Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery. IGARSS (2017)
Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang
Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. IGARSS (2016)
Ruyi Feng, Yanfei Zhong, Xiong Xu, Liangpei Zhang
Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
Complete dictionary online learning for sparse unmixing. IGARSS (2016)
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Ruyi Feng, Yanfei Zhong, Yunyun Wu, Da He, Xiong Xu, Liangpei Zhang
Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery. Remote. Sens. 8 (3) (2016)
Da He, Yanfei Zhong, Ruyi Feng, Liangpei Zhang
Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory. Remote. Sens. 8 (11) (2016)
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 12 (4) (2015)
Yanfei Zhong, Yunyun Wu, Ruyi Feng, Xiong Xu, Liangpei Zhang
Non-local sub-pixel mapping for hyperspectral imagery. WHISPERS (2015)
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery. IGARSS (2014)
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
An improved weight-calculation non-local sparse unmixing for hyperspectral imagery. WHISPERS (2014)
Yanfei Zhong, Ruyi Feng, Liangpei Zhang
Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng
A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. WHISPERS (2013)
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
Non-local sparse spectral unmixing for remote sensing imagery. WHISPERS (2012)