ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Publications Copernicus
Search conference papers
Download
PDF XML
Citation
Articles | Volume X-3-2024
Articles | Volume X-3-2024
https://doi.org/10.5194/isprs-annals-X-3-2024-169-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-X-3-2024-169-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume X-3-2024
04 Nov 2024
 | 04 Nov 2024

Temporal ViT-U-Net Tandem Model: Enhancing Multi-Sensor Land Cover Classification Through Transformer-Based Utilization of Satellite Image Time Series

Mohammadreza Heidarianbaei, Hubert Kanyamahanga, and Mareike Dorozynski

Related authors

Multi-modal Land Cover Classification of Historical Aerial Images and Topographic Maps: A Comparative Study
Mareike Dorozynski, Franz Rottensteiner, Frank Thiemann, Monika Sester, Thorsten Dahms, and Michael Hovenbitzer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 107–115, https://doi.org/10.5194/isprs-annals-X-4-2024-107-2024,https://doi.org/10.5194/isprs-annals-X-4-2024-107-2024, 2024
ADDRESSING CLASS IMBALANCE FOR TRAINING A MULTI-TASK CLASSIFIER IN THE CONTEXT OF SILK HERITAGE
M. Dorozynski
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 175–184, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-175-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-175-2023, 2023
DEEP LEARNING-BASED TRACKING OF MULTIPLE OBJECTS IN THE CONTEXT OF FARM ANIMAL ETHOLOGY
R. Ali, M. Dorozynski, J. Stracke, and M. Mehltretter
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 509–516, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-509-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-509-2022, 2022
ADDRESSING CLASS IMBALANCE IN MULTI-CLASS IMAGE CLASSIFICATION BY MEANS OF AUXILIARY FEATURE SPACE RESTRICTIONS
M. Dorozynski and F. Rottensteiner
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 777–785, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-777-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-777-2022, 2022
ASSESSING THE SEMANTIC SIMILARITY OF IMAGES OF SILK FABRICS USING CONVOLUTIONAL NEURAL NETWORKS
D. Clermont, M. Dorozynski, D. Wittich, and F. Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 641–648, https://doi.org/10.5194/isprs-annals-V-2-2020-641-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-641-2020, 2020
More articles (1)