Convolutional Neural Networks for Automated Built Infrastructure Detection in the Arctic Using Sub-Meter Spatial Resolution Satellite Imagery. - Elias Manos; Chandi Witharana; Mahendra Rajitha Udawalpola; Amit Hasan; Anna K. Liljedahl (Remote. Sens., 2022)

Automated Detection of Retrogressive Thaw Slumps in the High Arctic Using High-Resolution Satellite Imagery. - Chandi Witharana; Mahendra Rajitha Udawalpola; Anna K. Liljedahl; Melissa K. Ward Jones; Benjamin M. Jones; Amit Hasan; Durga Joshi; Elias Manos (Remote. Sens., 2022)

Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning. - Amal Shehan Perera; Chandi Witharana; Elias Manos; Anna K. Liljedahl (IEEE Access, 2024)

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings. - Amal Shehan Perera; David Fernandez; Chandi Witharana; Elias Manos; Michael Pimenta; Anna K. Liljedahl; Ingmar Nitze; Yili Yang; Todd Nicholson; Chia-Yu Hsu 001; Wenwen Li 002; Guido Grosse (CoRR, 2025)