Anna Liljedahl
Orcid: 0000-0001-7114-6443
According to our database1,
Anna Liljedahl
authored at least 14 papers
between 2014 and 2024.
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Bibliography
2024
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping.
Remote. Sens., March, 2024
Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning.
IEEE Access, 2024
2023
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features.
CoRR, 2023
2022
Automated Detection of Retrogressive Thaw Slumps in the High Arctic Using High-Resolution Satellite Imagery.
Remote. Sens., 2022
Convolutional Neural Networks for Automated Built Infrastructure Detection in the Arctic Using Sub-Meter Spatial Resolution Satellite Imagery.
Remote. Sens., 2022
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022
2021
An Object-Based Approach for Mapping Tundra Ice-Wedge Polygon Troughs from Very High Spatial Resolution Optical Satellite Imagery.
Remote. Sens., 2021
2020
Transferability of the Deep Learning Mask R-CNN Model for Automated Mapping of Ice-Wedge Polygons in High-Resolution Satellite and UAV Images.
Remote. Sens., 2020
Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolution Multispectral Satellite Imagery.
J. Imaging, 2020
Use of Very High Spatial Resolution Commercial Satellite Imagery and Deep Learning to Automatically Map Ice-Wedge Polygons across Tundra Vegetation Types.
J. Imaging, 2020
2018
Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery.
Remote. Sens., 2018
Regional Patterns and Asynchronous Onset of Ice-Wedge Degradation since the Mid-20th Century in Arctic Alaska.
Remote. Sens., 2018
2017
Detection of aufeis-related flood areas in a time series of high resolution SAR images using curvelet transform and unsupervised classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2014
Recursive active contours for hierarchical segmentation of wetlands in high-resolution satellite imagery of Arctic landscapes.
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014