Shaojia Ge

According to our database, Shaojia Ge authored at least 11 papers between 2017 and 2023.

Collaborative distances:

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

2023

Deep Learning Model Transfer in Forest Mapping Using Multi-Source Satellite SAR and Optical Images.

Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen

Remote. Sens., November, 2023

Sentinel-1 Time Series for Predicting Growing Stock Volume of Boreal Forest: Multitemporal Analysis and Feature Selection.

Shaojia Ge, Erkki Tomppo, Yrjö Rauste, Ronald E. McRoberts, Jaan Praks, Hong Gu, Weimin Su, Oleg Antropov

Remote. Sens., July, 2023

A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data.

Shaojia Ge, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov

IEEE Geosci. Remote. Sens. Lett., 2023

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management.

Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Improved Semisupervised UNet Deep Learning Model for Forest Height Mapping With Satellite SAR and Optical Data.

Shaojia Ge, Hong Gu, Weimin Su, Jaan Praks, Oleg Antropov

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Improved LSTM Model for Boreal Forest Height Mapping Using Sentinel-1 Time Series.

Shaojia Ge, Weimin Su, Hong Gu, Yrjö Rauste, Jaan Praks, Oleg Antropov

Remote. Sens., 2022

Deep Learning Models in Forest Mapping Using Multitemporal SAR and Optical Satellite Data.

Shaojia Ge, Hong Gu, Weimin Su, Jaan Praks, Anne Lönnqvist, Oleg Antropov

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

2020

Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers.

Alexander W. Jacob, Claudia Notarnicola, Gopika Suresh, Oleg Antropov, Shaojia Ge, Jaan Praks, Yifang Ban, Eric Pottier, Jordi J. Mallorquí, Javier Duro, Marcus E. Engdahl, Fernando Vicente-Guijalba, Carlos López-Martínez, Juan M. Lopez-Sanchez, Marius Litzinger, Harald Kristen, Alejandro Mestre-Quereda, Dariusz Ziolkowski, Marco Lavalle

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

Predicting Growing Stock Volume of Boreal Forests Using Very Long Time Series of Sentinel-1 Data.

Shaojia Ge, Erkki Tomppo, Yrjö Rauste, Weimin Su, Hong Gu, Jaan Praks, Oleg Antropov

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

2019

Deep Recurrent Neural Networks for Land-Cover Classification Using Sentinel-1 INSAR Time Series.

Shaojia Ge, Oleg Antropov, Weimin Su, Hong Gu, Jaan Praks

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

2017

Polarimetrie SAR image classification based on deep belief network and superpixel segmentation.

Shaojia Ge, Jianchun Lu, Hong Gu, Zeshi Yuan, Weimin Su

Proceedings of the 3rd International Conference on Frontiers of Signal Processing, 2017