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ORCIDShaojia Ge
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2020 – today
- 2023
[j6]Shaojia Ge
, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov:
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)- [j5]Shaojia Ge, Erkki Tomppo, Yrjö Rauste, Ronald E. McRoberts, Jaan Praks, Hong Gu, Weimin Su, Oleg Antropov:
Sentinel-1 Time Series for Predicting Growing Stock Volume of Boreal Forest: Multitemporal Analysis and Feature Selection. Remote. Sens. 15(14): 3489 (2023) - [j4]Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen:
Deep Learning Model Transfer in Forest Mapping Using Multi-Source Satellite SAR and Optical Images. Remote. Sens. 15(21): 5152 (2023) - [c5]Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu:
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS 2023: 650-653 - [i2]Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen:
Deep Learning Model Transfer in Forest Mapping using Multi-source Satellite SAR and Optical Images. CoRR abs/2308.05005 (2023) - 2022
- [j3]Shaojia Ge, Weimin Su, Hong Gu, Yrjö Rauste, Jaan Praks, Oleg Antropov:
Improved LSTM Model for Boreal Forest Height Mapping Using Sentinel-1 Time Series. Remote. Sens. 14(21): 5560 (2022) - [j2]Shaojia Ge, Hong Gu, Weimin Su, Jaan Praks, Oleg Antropov:
Improved Semisupervised UNet Deep Learning Model for Forest Height Mapping With Satellite SAR and Optical Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5776-5787 (2022) - [c4]Shaojia Ge, Hong Gu, Weimin Su, Jaan Praks, Anne Lönnqvist, Oleg Antropov:
Deep Learning Models in Forest Mapping Using Multitemporal SAR and Optical Satellite Data. IGARSS 2022: 5688-5691 - [i1]Shaojia Ge, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov:
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data. CoRR abs/2212.00246 (2022) - 2020
- [j1]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:
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 535-552 (2020) - [c3]Shaojia Ge, Erkki Tomppo, Yrjö Rauste, Weimin Su, Hong Gu, Jaan Praks, Oleg Antropov:
Predicting Growing Stock Volume of Boreal Forests Using Very Long Time Series of Sentinel-1 Data. IGARSS 2020: 4509-4512
2010 – 2019
- 2019
- [c2]Shaojia Ge, Oleg Antropov, Weimin Su, Hong Gu, Jaan Praks:
Deep Recurrent Neural Networks for Land-Cover Classification Using Sentinel-1 INSAR Time Series. IGARSS 2019: 473-476 - 2017
- [c1]Shaojia Ge, Jianchun Lu, Hong Gu, Zeshi Yuan, Weimin Su:
Polarimetrie SAR image classification based on deep belief network and superpixel segmentation. ICFSP 2017: 114-119
Coauthor Index
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