Deep multi-scale learning for automatic tracking of internal layers of ice in radar data M Rahnemoonfar, M Yari, J Paden, L Koenig, O Ibikunle Journal of Glaciology 67 (261), 39-48, 2021 | 40 | 2021 |
Deep learning on airborne radar echograms for tracing snow accumulation layers of the Greenland ice sheet D Varshney, M Rahnemoonfar, M Yari, J Paden, O Ibikunle, J Li Remote Sensing 13 (14), 2707, 2021 | 24 | 2021 |
Snow radar layer tracking using iterative neural network approach O Ibikunle, J Paden, M Rahnemoonfar, D Crandall, M Yari IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 12 | 2020 |
Airborne snow radar data simulation with deep learning and physics-driven methods M Yari, O Ibikunle, D Varshney, T Chowdhury, A Sarkar, J Paden, J Li, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 10 | 2021 |
Snow stratigraphy observations from Operation IceBridge surveys in Alaska using S and C band airborne ultra-wideband FMCW (frequency-modulated continuous wave) radar J Li, F Rodriguez-Morales, X Fettweis, O Ibikunle, C Leuschen, J Paden, ... The Cryosphere 17 (1), 175-193, 2023 | 6 | 2023 |
Learning snow layer thickness through physics defined labels D Varshney, O Ibikunle, J Paden, M Rahnemoonfar IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 5 | 2022 |
ECHOVIT: Vision Transformers Using Fast-And-Slow Time Embeddings O Ibikunle, D Varshney, J Li, M Rahnemoonfar, J Paden IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 2 | 2023 |
Snow Radar Echogram Layer Tracker: Deep Neural Networks for radar data from NASA Operation IceBridge O Ibikunle, HM Talasila, D Varshney, JD Paden, J Li, M Rahnemoonfar 2023 IEEE Radar Conference (RadarConf23), 1-6, 2023 | 2 | 2023 |
Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Firn Layers in Radar Echograms D Varshney, M Yari, O Ibikunle, J Li, J Paden, M Rahnemoonfar arXiv preprint arXiv:2310.19574, 2023 | 1 | 2023 |
Skip-WaveNet: a wavelet based multi-scale architecture to trace snow layers in radar echograms D Varshney, M Yari, O Ibikunle, J Li, J Paden, A Gangopadhyay, ... Environmental Data Science 3, e39, 2024 | | 2024 |
Predicting Snow Accumulation Layers through Model-driven Deep Learning D Varshney, O Ibikunle, J Paden, M Rahnemoonfar AGU Fall Meeting Abstracts 2021, IN11C-08, 2021 | | 2021 |