Ruyi Feng

92 papers B 1C 26Journal 54Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A unified multimodal learning method for urban functional zone identification by fusing inner-street visual-textual information from street-view and satellite images.
Int. J. Appl. Earth Obs. Geoinformation
Jiajun Chen, Runyu Fan, Hongyang Niu, Zijian Xu, Jining Yan, Weijing Song, Ruyi Feng
2025 — conf
Demonstrating SpectralCrawler: a Framework for Physical-Based Integration of Heterogeneous Ground Object Spectral Libraries from the Web.
APWeb-WAIM (4)
Sheng Cen, Sheng Wang, Xiaohui Huang, Tong Zhu, Zhaoyin Zhou, Ruyi Feng, Jianxin Li, Yunliang Chen
2025 J jnl
MLFF-SFNet: A Visual Perception-Guided Network for High-Accuracy Road Extraction in Remote Sensing Imagery via Multilevel Feature Fusion and Similarity Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kaiming Quan, Dongmei Yan, Ruyi Feng
2025 J jnl
Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network Using Vehicle-View Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenyue Li, Bingfang Wu, Runyu Fan, Fuyou Tian, Miao Zhang, Zhaoying Zhou, Jun Hu, Ruyi Feng, Fangming Wu
2025 J jnl
Refined Urban Informal Settlements' Mapping at Agglomeration Scale With the Guidance of Background Knowledge From Easy-Accessed Crowdsourced Geospatial Data.
IEEE Trans. Geosci. Remote. Sens.
Runyu Fan, Hongyang Niu, Zijian Xu, Jiajun Chen, Ruyi Feng, Lizhe Wang
2025 J jnl
Remote sensing image interpretation of geological lithology via a sensitive feature self-aggregation deep fusion network.
Int. J. Appl. Earth Obs. Geoinformation
Kang He, Jie Dong, Haozheng Ma, Yujie Cai, Ruyi Feng, Yusen Dong, Lizhe Wang
2025 J jnl
SCENE-YOLO: A One-Stage Remote Sensing Object Detection Network With Scene Supervision.
IEEE Trans. Geosci. Remote. Sens.
Tao Zhao, Ruyi Feng, Lizhe Wang
2025 J jnl
YOLO-ALS: Dynamic Convolution With Adaptive Local Context for Remote Sensing Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Ruyi Feng, Zhixin Zhao, Tao Zhao, Lizhe Wang
2024 J jnl
A CNN- and Transformer-Based Dual-Branch Network for Change Detection with Cross-Layer Feature Fusion and Edge Constraints.
Remote. Sens.
Xiaofeng Wang, Zhongyu Guo, Ruyi Feng
2024 J jnl
A Joint Spatiotemporal Prediction and Image Confirmation Model for Vehicle Trajectory Concatenation With Low Detection Rates.
IEEE Trans. Intell. Transp. Syst.
Ruyi Feng, Zhibin Li, Bowen Liu, Yan Ding
2024 J jnl
A Recurrent Feedback Hyperspectral Image Super-Resolution Reconstruction Method by Using Self-Attention-Based Pixel Awareness.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ruyi Feng, Zhongyu Guo, Xiaofeng Wang
2024 J jnl
Adjustable Molecular Representation for Unified Pre-training Strategy.
CoRR
Yan Ding, Hao Cheng, Zeliang Ye, Ruyi Feng, Zhongze Gu
2024 J jnl
Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks.
IEEE Trans. Geosci. Remote. Sens.
Renxiang Guan, Zihao Li, Wenxuan Tu, Jun Wang, Yue Liu, Xianju Li, Chang Tang, Ruyi Feng
2024 C conf
Graph Laplacian Regularization and Local Collaborative Sparse Regression Based on Superpixel Segmentation for Hyperspectral Imagery.
IGARSS
Qishen Yang, Ruyi Feng, Lizhe Wang, Hui Luo
2024 B conf
S
IJCNN
Renxiang Guan, Zihao Li, Chujia Song, Guo Yu, Xianju Li, Ruyi Feng
2024 J jnl
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images.
CoRR
Renxiang Guan, Zihao Li, Chujia Song, Guo Yu, Xianju Li, Ruyi Feng
2024 — ed.
Web and Big Data - 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6-8, 2023, Proceedings, Part I
APWeb-WAIM (1)
Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
2024 — ed.
Web and Big Data - 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6-8, 2023, Proceedings, Part II
APWeb-WAIM (2)
Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
2024 — ed.
Web and Big Data - 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6-8, 2023, Proceedings, Part III
APWeb/WAIM (3)
Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
2024 — ed.
Web and Big Data - 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6-8, 2023, Proceedings, Part IV
APWeb/WAIM (4)
Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
2024 — ed.
Web and Big Data. APWeb-WAIM 2023 International Workshops - KGMA 2023 and SemiBDMA 2023, Wuhan, China, October 6-8, 2023, Proceedings
APWeb/WAIM Workshops
Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
2023 J jnl
Contrastive Multi-view Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks.
CoRR
Renxiang Guan, Zihao Li, Xianju Li, Chang Tang, Ruyi Feng
2023 J jnl
Gradient Prior Dilated Convolution Network for Remote Sensing Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ziyu Liu, Ruyi Feng, Lizhe Wang, Tieyong Zeng
2023 — conf
MCNet: A Multi-scale and Cascade Network for Semantic Segmentation of Remote Sensing Images.
APWeb-WAIM (2)
Yin Zhou, Tianyi Li, Xianju Li, Ruyi Feng
2023 J jnl
MSISR-STF: Spatiotemporal Fusion via Multilevel Single-Image Super-Resolution.
Remote. Sens.
Xiongwei Zheng, Ruyi Feng, Junqing Fan, Wei Han, Shengnan Yu, Jia Chen
2023 J jnl
Semi-supervised geological disasters named entity recognition using few labeled data.
GeoInformatica
Xinya Lei, Weijing Song, Runyu Fan, Ruyi Feng, Lizhe Wang
2023 J jnl
Towards Accurate Image Matching by Exploring Redundancy Between Multiple Descriptors.
IEEE Geosci. Remote. Sens. Lett.
Jinhong Yu, Kun Sun, Kunqian Li, Chuan Tang, Ruyi Feng
2023 J jnl
TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population.
CoRR
Ruyi Feng, Zhibin Li, Bowen Liu, Yan Ding, Ou Zheng
2023 J jnl
Vehicle Target Detection Method for Wide-Area SAR Images Based on Coarse-Grained Judgment and Fine-Grained Detection.
Remote. Sens.
Yucheng Song, Shuo Wang, Qing Li, Hongbin Mu, Ruyi Feng, Tian Tian, Jinwen Tian
2022 C conf
A Deep Learning-Based Framework for Urban Active Population Mapping from Remote Sensing Imagery.
IGARSS
Luxiao Cheng, Lizhe Wang, Ruyi Feng, Suzheng Tian
2022 C conf
A Graph-Based Dual Convolutional Network for Automatic Road Extraction from High Resolution Remote Sensing Images.
IGARSS
Fumin Cui, Yichang Shi, Ruyi Feng, Lizhe Wang, Tieyong Zeng
2022 J jnl
An Assessment of Electric Power Consumption Using Random Forest and Transferable Deep Model with Multi-Source Data.
Remote. Sens.
Luxiao Cheng, Ruyi Feng, Lizhe Wang, Jining Yan, Dong Liang
2022 J jnl
Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark.
Remote. Sens.
Xinyu Zhang, Yu Jiang, Lizhe Wang, Wei Han, Ruyi Feng, Runyu Fan, Sheng Wang
2022 J jnl
Dual Learning-Based Graph Neural Network for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Ziyu Liu, Ruyi Feng, Lizhe Wang, Wei Han, Tieyong Zeng
2022 C conf
Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery.
IGARSS
Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
2022 J jnl
Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica.
IEEE Geosci. Remote. Sens. Lett.
Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang
2022 J jnl
Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
2022 J jnl
Mapping mountain glaciers using an improved U-Net model with cSE.
Int. J. Digit. Earth
Suzheng Tian, Yusen Dong, Ruyi Feng, Dong Liang, Lizhe Wang
2022 C conf
Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior.
IGARSS
Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
2021 J jnl
A Study of Diffusion Equation-Based Land-Use/Land-Cover Change Simulation.
ISPRS Int. J. Geo Inf.
Min Jin, Ruyi Feng, Lizhe Wang, Jining Yan
2021 C conf
An Analysis for the Work Resumption Under the Covid-19 Epidemic based on VIIRS-DNB Nighttime Lights in China.
IGARSS
Suzheng Tian, Ruyi Feng, Lizhe Wang
2021 J jnl
An Analysis of the Work Resumption in China under the COVID-19 Epidemic Based on Night Time Lights Data.
ISPRS Int. J. Geo Inf.
Suzheng Tian, Ruyi Feng, Ji Zhao, Lizhe Wang
2021 J jnl
CycleGAN-STF: Spatiotemporal Fusion via CycleGAN-Based Image Generation.
IEEE Trans. Geosci. Remote. Sens.
Jia Chen, Lizhe Wang, Ruyi Feng, Peng Liu, Wei Han, Xiaodao Chen
2021 J jnl
Fractal Characteristic Analysis of Urban Land-Cover Spatial Patterns with Spatiotemporal Remote Sensing Images in Shenzhen City (1988-2015).
Remote. Sens.
Luxiao Cheng, Ruyi Feng, Lizhe Wang
2021 J jnl
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.
Shuting Sun, Lin Mu, Ruyi Feng, Lizhe Wang, Jijun He
2021 J jnl
Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network.
IEEE Trans. Geosci. Remote. Sens.
Wei Han, Runyu Fan, Lizhe Wang, Ruyi Feng, Fengpeng Li, Ze Deng, Xiaodao Chen
2021 C conf
Joint Superpixel Segmentation and Graph Convolutional Network Road Extration for High-Resolution Remote Sensing Imagery.
IGARSS
Fumin Cui, Ruyi Feng, Lizhe Wang, Lifei Wei
2021 C conf
Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection.
IGARSS
Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei
2021 J jnl
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.
Luxiao Cheng, Lizhe Wang, Ruyi Feng, Jining Yan
2021 J jnl
Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
2021 J jnl
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.
Runyu Fan, Ruyi Feng, Wei Han, Lizhe Wang
2021 C conf
Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing.
IGARSS
Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
2020 C conf
A Multi-stage Network for Improving the Sample Quality in Aerial Image Object Detection.
IGARSS
Wei Han, Ruyi Feng, Lizhe Wang, Fengpeng Li, Lin Wu
2020 J jnl
An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang
2020 J jnl
An Improved Pretraining Strategy-Based Scene Classification With Deep Learning.
IEEE Geosci. Remote. Sens. Lett.
Zongli Chen, Yiyue Wang, Wei Han, Ruyi Feng, Jia Chen
2020 C conf
Fractal Characteristics and Evolution of Urban Land-Use: A Case Study in the Shenzhen City (1988-2015).
IGARSS
Luxiao Cheng, Lizhe Wang, Ruyi Feng
2020 J jnl
High-Resolution Remote Sensing Image Scene Classification via Key Filter Bank Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Fengpeng Li, Ruyi Feng, Wei Han, Lizhe Wang
2020 J jnl
Mixed Road User Trajectory Extraction From Moving Aerial Videos Based on Convolution Neural Network Detection.
IEEE Access
Ruyi Feng, Changyan Fan, Zhibin Li, Xinqiang Chen
2020 C conf
Multi-Level Strategy-Based Spatial Information Prediction for Spatiotemporal Remote Sensing Imagery Fusion.
IGARSS
Jia Chen, Ruyi Feng, Lizhe Wang, Wei Han, Jing Huang
2020 J jnl
Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images.
Remote. Sens.
Jiansi Ren, Ruoxiang Wang, Gang Liu, Ruyi Feng, Yuanni Wang, Wei Wu
2020 C conf
RSSM-Net: Remote Sensing Image Scene Classification Based on Multi-Objective Neural Architecture Search.
IGARSS
Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Ruyi Feng
2020 J jnl
Sample generation based on a supervised Wasserstein Generative Adversarial Network for high-resolution remote-sensing scene classification.
Inf. Sci.
Wei Han, Lizhe Wang, Ruyi Feng, Lang Gao, Xiaodao Chen, Ze Deng, Jia Chen, Peng Liu
2020 J jnl
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.
Runyu Fan, Ruyi Feng, Lizhe Wang, Jining Yan, Xiaohan Zhang
2020 C conf
Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks.
IGARSS
Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang
2019 C conf
Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification.
IGARSS
Runyu Fan, Lizhe Wang, Ruyi Feng, Yingqian Zhu
2019 C conf
D-Resunet: Resunet and Dilated Convolution for High Resolution Satellite Imagery Road Extraction.
IGARSS
Zhiqun Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liqin Cao
2019 J jnl
Identification of Hydrothermal Alteration Minerals for Exploring Gold Deposits Based on SVM and PCA Using ASTER Data: A Case Study of Gulong.
Remote. Sens.
Kai Xu, Xiaofeng Wang, Chunfang Kong, Ruyi Feng, Gang Liu, Chonglong Wu
2019 J jnl
Joint Local Block Grouping with Noise-Adjusted Principal Component Analysis for Hyperspectral Remote-Sensing Imagery Sparse Unmixing.
Remote. Sens.
Ruyi Feng, Lizhe Wang, Yanfei Zhong
2019 C conf
Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing.
IGARSS
Ruyi Feng, Lizhe Wang, Yanfei Zhong
2019 J jnl
Multi-Scale Geospatial Object Detection Based on Shallow-Deep Feature Extraction.
Remote. Sens.
Dalal AL-Alimi, Yuxiang Shao, Ruyi Feng, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Sunghwan Kim
2019 J jnl
Multiobjective Sparse Subpixel Mapping for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Mi Song, Yanfei Zhong, Ailong Ma, Ruyi Feng
2019 C conf
Sea-Land Segmentation With Res-UNet And Fully Connected CRF.
IGARSS
Zhengquan Chu, Tian Tian, Ruyi Feng, Lizhe Wang
2019 C conf
Supervised Generative Adversarial Network Based Sample Generation for Scene Classification.
IGARSS
Wei Han, Ruyi Feng, Lizhe Wang, Jia Chen
2018 C conf
Adaptive Spatial-Scale-Aware Deep Convolutional Neural Network for High-Resolution Remote Sensing Imagery Scene Classification.
IGARSS
Wei Han, Ruyi Feng, Lizhe Wang, Lang Gao
2018 J jnl
Least Angle Regression-Based Constrained Sparse Unmixing of Hyperspectral Remote Sensing Imagery.
Remote. Sens.
Ruyi Feng, Lizhe Wang, Yanfei Zhong
2018 C conf
Rolling Guidance Based Scaled-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
IGARSS
Ruyi Feng, Tian Tian, Xianju Li, Kun Sun
2017 C conf
Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery.
IGARSS
Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
2017 C conf
Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery.
IGARSS
Xiaobing Han, Yanfei Zhong, Ruyi Feng, Liangpei Zhang
2017 J jnl
Rolling Guidance Based Scale-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
Remote. Sens.
Ruyi Feng, Yanfei Zhong, Lizhe Wang, Wenjuan Lin
2016 J jnl
Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Ruyi Feng, Yanfei Zhong, Xiong Xu, Liangpei Zhang
2016 J jnl
Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2016 C conf
Complete dictionary online learning for sparse unmixing.
IGARSS
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2016 J jnl
Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery.
Remote. Sens.
Ruyi Feng, Yanfei Zhong, Yunyun Wu, Da He, Xiong Xu, Liangpei Zhang
2016 C conf
Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery.
IGARSS
Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang
2016 J jnl
Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory.
Remote. Sens.
Da He, Yanfei Zhong, Ruyi Feng, Liangpei Zhang
2015 J jnl
An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2015 — conf
Non-local sub-pixel mapping for hyperspectral imagery.
WHISPERS
Yanfei Zhong, Yunyun Wu, Ruyi Feng, Xiong Xu, Liangpei Zhang
2014 — conf
An improved weight-calculation non-local sparse unmixing for hyperspectral imagery.
WHISPERS
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2014 J jnl
Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanfei Zhong, Ruyi Feng, Liangpei Zhang
2014 C conf
Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery.
IGARSS
Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2013 — conf
A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery.
WHISPERS
Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng
2012 — conf
Non-local sparse spectral unmixing for remote sensing imagery.
WHISPERS
Ruyi Feng, Yanfei Zhong, Liangpei Zhang