Yibin Ren

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 17

Top Topics

Convolutional Neural Networks

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Geogr. Inf. Sci.

IEEE Trans. Geosci. Remote. Sens.

Publications

Yibin Ren, Xiaofeng Li
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yibin Ren, Xiaofeng Li, Xiaofeng Yang, Huan Xu
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yibin Ren, Xiaofeng Li, Wenhao Zhang
A Data-Driven Deep Learning Model for Weekly Sea Ice Concentration Prediction of the Pan-Arctic During the Melting Season. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Le Gao, Xiaofeng Li, Fanzhou Kong, Rencheng Yu, Yuan Guo, Yibin Ren
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yibin Ren, Xiaofeng Li, Huan Xu
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yibin Ren, Xiaofeng Li
Predicting Daily Arctic Sea Ice Concentration in the Melt Season Based on a Deep Fully Convolution Network Model. IGARSS (2021)
Yan Huang, Yibin Ren, Xiaofeng Li
Classifying Sea Ice Types from SAR Images Using a U-Net-Based Deep Learning Model. IGARSS (2021)
Yibin Ren, Huanfa Chen, Yong Han, Tao Cheng, Yang Zhang, Ge Chen
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Yang Zhang, Tao Cheng, Yibin Ren, Kun Xie
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting. Int. J. Geogr. Inf. Sci. 34 (5) (2020)
Yingjie Liu, Xiaofeng Li, Yibin Ren
A Deep Learning Model for Oceanic Mesoscale Eddy Detection Based on Multi-source Remote Sensing Imagery. IGARSS (2020)
Yibin Ren, Huan Xu, Bin Liu, Xiaofeng Li
Sea Ice and Open Water Classification of SAR Images Using a Deep Learning Model. IGARSS (2020)
Yong Han, Shukang Wang, Yibin Ren, Cheng Wang, Peng Gao, Ge Chen
Predicting Station-Level Short-Term Passenger Flow in a Citywide Metro Network Using Spatiotemporal Graph Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 8 (6) (2019)
Yong Han, Cheng Wang, Yibin Ren, Shukang Wang, Huangcheng Zheng, Ge Chen
Short-Term Prediction of Bus Passenger Flow Based on a Hybrid Optimized LSTM Network. ISPRS Int. J. Geo Inf. 8 (9) (2019)
Yibin Ren, Tao Cheng, Yang Zhang
Deep spatio-temporal residual neural networks for road-network-based data modeling. Int. J. Geogr. Inf. Sci. 33 (9) (2019)
Yang Zhang, Tao Cheng, Yibin Ren
A graph deep learning method for short-term traffic forecasting on large road networks. Comput. Aided Civ. Infrastructure Eng. 34 (10) (2019)
Wei Li, Yong Han, Yu Liu, Chenrong Zhu, Yibin Ren, Yanjie Wang, Ge Chen
Real-Time Location-Based Rendering of Urban Underground Pipelines. ISPRS Int. J. Geo Inf. 7 (1) (2018)
Yibin Ren, Zhenjie Chen, Ge Chen, Yong Han, Yanjie Wang
A Hybrid Process/Thread Parallel Algorithm for Generating DEM from LiDAR Points. ISPRS Int. J. Geo Inf. 6 (10) (2017)
Chong Chen, Zhenjie Chen, Manchun Li, Yongxue Liu, Liang Cheng, Yibin Ren
Parallel relative radiometric normalisation for remote sensing image mosaics. Comput. Geosci. 73 (2014)