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Oluwanisola Ibikunle
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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
402021
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
242021
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
122020
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
102021
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
62023
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
52022
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
22023
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
22023
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
12023
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
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