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2021
1 Asim, Muhammad; Brekke, Camilla; Mahmood, Arif; Eltoft, Torbjørn; Reigstad, Marit.
Improving Chlorophyll-a Estimation from Sentinel-2 (MSI) in the Barents Sea using Machine Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021 ;Volum 14. s. 5529-5549
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2 Eltoft, Torbjørn; Brekke, Camilla; Kristiansen, Raymond.
Nasjonalt senter for jordobservasjon i Tromsø. Nordlys 2021
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3 Eltoft, Torbjørn; Johansson, Malin; Doulgeris, Anthony Paul; Singha, Suman; Itkin, Polona; Blix, Katalin.
Advancing information extraction on Arctic sea ice using a multi-sensor and multi-temporal integrated approach. The Joint PI Meeting of JAXA Earth Observation Missions FY2020; 2021-01-19 - 2021-02-22
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4 Khaleghian, Salman; Kræmer, Thomas; Everett, Alistair; Kiærbech, Åshild; Hughes, Nick; Eltoft, Torbjørn; Marinoni, Andrea.
Synthetic aperture radar data analysis by deep learning for automatic sea ice classification. EUSAR 2021; 2021-03-29 - 2021-04-01
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5 Khaleghian, Salman; Ullah, Habib; Kræmer, Thomas; Hughes, Nick; Eltoft, Torbjørn; Marinoni, Andrea.
Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks. Remote Sensing 2021
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2020
6 Asim, Muhammad; Brekke, Camilla; Mahmood, Arif; Eltoft, Torbjørn; Reigstad, Marit.
Ocean Color Net (OCN) for the Barents Sea. IEEE International Geoscience and Remote Sensing Symposium proceedings 2020 s. 5881-5884
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7 Blix, Katalin; Espeseth, Martine; Eltoft, Torbjørn.
Comparison of Machine Learning Methods for Predicting Quad-Polarimetric Parameters from Dual-Polarimetric SAR Data. IEEE International Geoscience and Remote Sensing Symposium proceedings 2020
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8 Blix, Katalin; Espeseth, Martine; Eltoft, Torbjørn.
Machine Learning for Arctic Sea Ice Physical Properties Estimation Using Dual-Polarimetric SAR Data. IEEE Transactions on Geoscience and Remote Sensing 2020 s. -
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9 Gerland, Sebastian; Divine, Dmitry V; Dierking, Wolfgang Fritz Otto; Doulgeris, Anthony Paul; Eltoft, Torbjørn; Johansson, Malin.
Use of in situ and airborne Arctic sea ice surveys for SAR satellite remote sensing application improvements. 2020 European Polar Science Week; 2020-10-26 - 2020-10-30
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10 Khachatrian, Eduard; Chlaily, Saloua; Eltoft, Torbjørn; Marinoni, Andrea.
Unsupervised Information Selection In Multimodal Sea Ice Remote Sensing. I: PROCEEDINGS OF THE 25th INTERNATIONAL SYMPOSIUM ON ICE Trondheim, Norway, 23rd – 25th November 2020. The International Association for Hydro-Environment Engineering and Research (IAHR) 2020 ISBN 978-82-7598-120-0. s. 208-217
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11 Khaleghian, Salman; Kræmer, Thomas; Everett, Alistair; Kiærbech, Åshild; Hughes, Nick; Eltoft, Torbjørn; Marinoni, Andrea.
Deep learning for enhanced sea ice understanding. Arctic Frontiers; 2020-01-26 - 2020-01-30
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12 Khaleghian, Salman; Ullah, Habib; Kræmer, Thomas; Everett, Alistair; Kiærbech, Åshild; Pedersen, Joakim; Hughes, nick; Eltoft, Torbjørn; Marinoni, Andrea.
Automatic sea ice classification using Synthetic aperture radar data analysis by deep learning. Phi Week; 2020-09-28 - 2020-10-02
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13 Quigley, Cornelius; Brekke, Camilla; Eltoft, Torbjørn.
Comparison Between Dielectric Inversion Results From Synthetic Aperture Radar Co- and Quad-Polarimetric Data via a Polarimetric Two-Scale Model. IEEE Transactions on Geoscience and Remote Sensing 2020 s. -
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14 Quigley, Cornelius; Brekke, Camilla; Eltoft, Torbjørn.
Retrieval of Marine Surface Slick Dielectic Properties From Radarsat-2 Data via a Polarimetric Two-Scale Model. IEEE Transactions on Geoscience and Remote Sensing 2020 ;Volum 58.(7) s. 5162-5178
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2019
15 Blix, Katalin; Eltoft, Torbjørn.
A Generalized Chlorophyll-a Estimation Model for Complexity-Diverse Waters. International Geoscience and Remote Sensing Symposium (IGARSS); 2019-07-28 - 2019-08-02
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16 Blix, Katalin; Eltoft, Torbjørn.
Machine Learning Remote Sensing for Ecosystem Monitoring in the Arctic. Arctic Frontiers 2019; 2019-01-20 - 2019-01-24
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17 Blix, Katalin; Pálffy, Károly; Tóth, Viktor R.; Eltoft, Torbjørn.
Machine Learning for Remote Sensing Complex Waters. International Ocean Colour Science meeting; 2019-04-08 - 2019-04-12
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18 Eltoft, Torbjørn; Doulgeris, Anthony Paul.
Model-Based Polarimetric Decomposition With Higher Order Statistics. IEEE Geoscience and Remote Sensing Letters 2019 ;Volum 16.(6) s. 992-996
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19 Koubarakis, Manolis; Bereta, Konstantina; Bilidas, Dimitris; Giannousis, Konstantinos; Ioannidis, Theofilos; Pantazi, Despina-Athanasia; Stamoulis, George; Haridi, Seif; Vlassov, Vladimir; Bruzzone, Lorenzo; Paris, Claudia; Eltoft, Torbjørn; Kræmer, Thomas; Charalabidis, Angelos; Karkaletsis, Vangelis; Konstantopoulos, Stasinos; Dowling, Jim; Kakantousis, Theofilos; Datcu, Mihai; Dumitru, Corneliu Octavian; Appel, Florian; Bach, Heike; Migdall, Silke; Hughes, Nick; Arthurs, David; Fleming, Andrew.
From Copernicus big data to extreme Earth analytics. Advances in Database Technology - EDBT 2019 ;Volum 2019-March. s. 690-693
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20 Marinoni, Andrea; Espeseth, Martine; Gamba, Paolo; Brekke, Camilla; Eltoft, Torbjørn.
Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR. IEEE International Geoscience and Remote Sensing Symposium proceedings 2019
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2018
21 Akbari, Vahid; Lauknes, Tom Rune; Rouyet, Line; Negrel, Jean; Eltoft, Torbjørn.
Validation of SAR Iceberg Detection with Ground-Based Radar and GPS Measurements. I: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. IEEE conference proceedings 2018 ISBN 978-1-5386-7150-4. s. 4623-4626
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22 Akbari, Vahid; Lohse, Johannes; Dierking, Wolfgang; Eltoft, Torbjørn.
Characterization and detection of icebergs in open water and sea ice using spaceborne fully polarimetric SAR. SEASAR 2018; 2018-05-07 - 2018-05-11
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23 Blix, Katalin; Eltoft, Torbjørn.
Evaluation of feature ranking and regression methods for oceanic chlorophyll-a estimation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2018 ;Volum 11.(5) s. 1403-1418
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24 Blix, Katalin; Eltoft, Torbjørn.
Machine Learning Automatic Model Selection Algorithm for Oceanic Chlorophyll-a Content Retrieval. Remote Sensing 2018 ;Volum 10.(5)
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25 Blix, Katalin; Eltoft, Torbjørn.
Remote Sensing of Arctic Environments. Populærvitenskapelig kveld på den Ungarske Ambassaden; 2018-11-16 - 2018-11-16
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26 Blix, Katalin; Espeseth, Martine; Eltoft, Torbjørn.
Machine Learning simulations of quad-polarimetric features from dual-polarimetric measurements over sea ice. Electronic proceedings (EUSAR) 2018 ;Volum 2018-June. s. 661-665
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27 Blix, Katalin; Espeseth, Martine; Eltoft, Torbjørn.
Machine Learning simulations of quad-polarimetric features from dual-polarimetric measurements over sea ice. 12th European Conference on Synthetic Aperture Radar; 2018-06-04 - 2018-06-07
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28 Blix, Katalin; Espeseth, Martine; Eltoft, Torbjørn.
Up-Scaling From Quad-polarimetric To Dual-polarimetric SAR Data Using Machine Learning Gaussian Process Regression. IGARSS 2018; 2018-07-22 - 2018-07-27
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29 Blix, Katalin; Pálffy, Károly; Tóth, Viktor R.; Eltoft, Torbjørn.
Remote Sensing of Water Quality Parameters over Lake Balaton by Using Sentinel-3 OLCI. Water 2018 ;Volum 10.(10)
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30 Brekke, Camilla; Eltoft, Torbjørn; Johansson, Malin; Grahn, Jakob; Singha, Suman.
Classification of Fram Strait Sea Ice by Synthetic Aperture Radar. JAXA PI Workshop; 2018-01-22 - 2018-01-25
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31 Eltoft, Torbjørn.
Research themes in integrated remote sensing for Arctic Operations. Shanghai Forum; 2018-05-25 - 2018-05-28
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32 Eltoft, Torbjørn.
Sea Ice Research in CIRFA. Polar Research Institute of China (PRIC); 2018-05-25 - 2018-05-28
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33 Eltoft, Torbjørn; Anfinsen, Stian Normann; Doulgeris, Anthony Paul; Ferro-Famil, Laurent.
Polarimetric SAR Modelling: Mellin Kind Statistics and Time-Frequency Analysis. I: Mathematical Models for Remote Sensing Image Processing. Springer 2018 ISBN 978-3-319-66328-9. s. 191-242
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34 Quigley, Cornelius; Eltoft, Torbjørn; Brekke, Camilla.
Inferring the dielectric properties of oil slick using SAR. seaSAR2018 - advances in oceanography; 2018-05-07 - 2018-05-10
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35 Yitayew, Temesgen Gebrie; Dierking, Wolfgang; Divine, Dmitry V; Eltoft, Torbjørn; Ferro-Famil, Laurent; Rösel, Anja; Negrel, Jean.
Validation of Sea-Ice Topographic Heights Derived From TanDEM-X Interferometric SAR Data With Results From Laser Profiler and Photogrammetry. IEEE Transactions on Geoscience and Remote Sensing 2018 ;Volum 56.(11) s. 6504-6520
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2017
36 Arienzo, Alberto; Eltoft, Torbjørn.
Investigations of polarimetric surface scattering models for oceanic slick characterisation.. PolinSAR 2017; 2017-01-23 - 2017-01-27
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37 Blix, Katalin; Eltoft, Torbjørn.
An alternative Chl-a content retrieval algorithm for MERIS/ OLCI. Sentinel 3 Validation Team Meeting; 2017-02-15 - 2017-02-17
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38 Blix, Katalin; Eltoft, Torbjørn.
Model selection algorithm for Chlorophyll-a content retrieval. HIGH spatial and temporal Resolution Ocean Colour products and services; 2017-11-07 - 2017-11-09
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39 Blix, Katalin; Eltoft, Torbjørn.
Monitoring primary productivity through Chlorophyll-a content estimation in the Arctic. Arctic Frontiers; 2017-01-23 - 2017-01-27
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40 Blix, Katalin; Espeseth, Martine; Eltoft, Torbjørn.
ML simulation of quad-pol features from dual-pol data. CIRFA Annual Conference; 2017-10-18 - 2017-10-19
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41 Cristea, Anca; Doulgeris, Anthony Paul; Eltoft, Torbjørn.
A filtering framework for SAR data based on non-Gaussian statistics and pixel clustering. Proceedings of SPIE, the International Society for Optical Engineering 2017 ;Volum 10427.
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42 Cristea, Anca; Doulgeris, Anthony Paul; Eltoft, Torbjørn.
A filtering framework for SAR data based on non-Gaussian statistics and pixel clustering. SPIE Remote Sensing 2017; 2017-09-11 - 2017-09-14
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43 Cristea, Anca; Doulgeris, Anthony Paul; Eltoft, Torbjørn.
A Noncentral and Non-Gaussian Probability Model for SAR Data. Scandinavian Conference on Image Analysis 2017; 2017-06-12 - 2017-06-14
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44 Cristea, Anca; Doulgeris, Anthony Paul; Eltoft, Torbjørn.
A noncentral and non-gaussian probability model for SAR data. Lecture Notes in Computer Science (LNCS) 2017 ;Volum 10270 LNCS. s. 159-168
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45 Eltoft, Torbjørn.
Integrated Remote Sensing for environmental monitoring in Arctic operations. Arctic Science Week; 2017-12-12 - 2017-12-15
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46 Eltoft, Torbjørn.
Presentation about CIRFA.. Næringslivsdagene; 2017-03-21
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47 Eltoft, Torbjørn.
Presentation about CIRFA in session on Næringsmuligheter i havet.. Peter F. Hjort - 2017; 2017-03-17 - 2017-03-17
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48 Rapp, Ole Magnus; Eltoft, Torbjørn; Brekke, Camilla; Doulgeris, Anthony Paul.
Jakter på svar i Polhavet. Klassekampen [Avis] 2017-05-19
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49 Yitayew, Temesgen Gebrie; Doulgeris, Anthony Paul; Eltoft, Torbjørn; Dierking, Wolfgang Fritz Otto; Brekke, Camilla; Rösel, Anja.
Sea ice segmentation using Tandem-X pursuit mono static and alternative bistatic modes. IEEE International Geoscience and Remote Sensing Symposium proceedings 2017 s. 334-337
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50 Yitayew, Temesgen Gebrie; Ferro-Famil, Laurent; Eltoft, Torbjørn; Tebaldini, Stefano.
Lake and Fjord Ice Imaging Using a Multifrequency Ground-Based Tomographic SAR System. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2017 ;Volum 10.(10) s. 4457-4468
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