Deep multi-scale learning for automatic tracking of internal layers of ice in radar data
Rahnemoonfar, Maryam, Yari, Masoud, Paden, John, Koenig, Lora, Ibikunle, Oluwanisola
Published in Journal of glaciology (01.02.2021)
Published in Journal of glaciology (01.02.2021)
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Journal Article
Airborne Snow Radar Data Simulation With Deep Learning and Physics-Driven Methods
Yari, Masoud, Ibikunle, Oluwanisola, Varshney, Debvrat, Chowdhury, Tashnim, Sarkar, Argho, Paden, John, Li, Jilu, Rahnemoonfar, Maryam
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
Snow stratigraphy observations from Operation IceBridge surveys in Alaska using S and C band airborne ultra-wideband FMCW (frequency-modulated continuous wave) radar
Li, Jilu, Rodriguez-Morales, Fernando, Fettweis, Xavier, Ibikunle, Oluwanisola, Leuschen, Carl, Paden, John, Gomez-Garcia, Daniel, Arnold, Emily
Published in The cryosphere (16.01.2023)
Published in The cryosphere (16.01.2023)
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Journal Article
Web Resource
Snow Radar Echogram Layer Tracker: Deep Neural Networks for radar data from NASA Operation IceBridge
Ibikunle, Oluwanisola, Talasila, Hara Madhav, Varshney, Debvrat, Paden, John D., Li, Jilu, Rahnemoonfar, Maryam
Published in 2023 IEEE Radar Conference (RadarConf23) (01.05.2023)
Published in 2023 IEEE Radar Conference (RadarConf23) (01.05.2023)
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Conference Proceeding
ECHOVIT: Vision Transformers Using Fast-And-Slow Time Embeddings
Ibikunle, Oluwanisola, Varshney, Debvrat, Li, Jilu, Rahnemoonfar, Maryam, Paden, John
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
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Conference Proceeding
Learning Snow Layer Thickness Through Physics Defined Labels
Varshney, Debvrat, Ibikunle, Oluwanisola, Paden, John, Rahnemoonfar, Maryam
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding
Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Firn Layers in Radar Echograms
Varshney, Debvrat, Yari, Masoud, Ibikunle, Oluwanisola, Li, Jilu, Paden, John, Rahnemoonfar, Maryam
Year of Publication 30.10.2023
Year of Publication 30.10.2023
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Journal Article
Snow Radar Layer Tracking Using Iterative Neural Network Approach
Ibikunle, Oluwanisola, Paden, John, Rahnemoonfar, Maryam, Crandall, David, Yari, Masoud
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
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Conference Proceeding
Smart Tracking of Internal Layers of Ice in Radar Data via Multi-Scale Learning
Yari, Masoud, Rahnemoonfar, Maryam, Paden, John, Oluwanisola, Ibikunle, Koenig, Lora, Montgomery, Lynn
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding