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Publication profile

Arnt-Børre Salberg

Arnt-Børre, Salberg
Name: Arnt-Børre Salberg
Title: Seniorforsker / Senior Research Scientist
Phone: (+47) 22852651
Email: Arnt-Borre [dot] Salberg [at] nr [dot] no
Scientific areas: Remote sensing, Pattern recognition, Image analysis, Machine learning, Signal processing
Homepage: http://www.nr.no/~salberg/
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    Academic anthologies

    2009

    Salberg, Arnt Børre; Hardeberg, Jon Yngve; Jenssen, Robert (eds). Image Analysis. 16th Scandinavian Conference, SCIA 2009 Oslo Norway, June 2009. Proceedings. Springer. (ISBN 3-642-02229-4). pp 779. 2009.

    Academic books

    2009

    Salberg, Arnt-Børre; Hardeberg, Jon Yngve; Jenssen, Robert. Image Analysis, 16th Scandinavian Conference Proceedings (SCIA), Oslo, Norway, June 2009, Springer Verlag Lecture Notes in Computer Science, LNCS 5575. : 2009

    Academic journal articles

    2016

    Espeseth, Martine; Skrunes, Stine; Brekke, Camilla; Salberg, Arnt Børre; Jones, Cathleen; Holt, Benjamin. Oil spill characterization in the hybrid-polarity SAR domain using log-cumulants. Proceedings of SPIE, the International Society for Optical Engineering (ISSN 0277-786X). 10004 doi: 10.1117/12.2241098. 2016.

    Kampffmeyer, Michael C.; Salberg, Arnt-Børre; Jenssen, Robert. Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks. IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops (ISSN 2160-7508). pp 680-688. doi: 10.1109/CVPRW.2016.90. 2016.

    2014

    Salberg, Arnt Børre; Rudjord, Øystein; Solberg, Anne H Schistad. Oil spill detection in hybrid-polarimetric SAR images. IEEE Transactions on Geoscience and Remote Sensing (ISSN 0196-2892). 52(10) pp 6521-6533. doi: 10.1109/TGRS.2013.2297193. 2014.

    Salberg, Arnt Børre; Larsen, Siri Øyen; Jenssen, Robert. Classification of ocean surface slicks in hybrid-polarimetric SAR data. Proceedings of SPIE, the International Society for Optical Engineering (ISSN 0277-786X). 9244 doi: 10.1117/12.2067474. 2014.

    2013

    Larsen, Siri Øyen; Salberg, Arnt Børre; Eikvil, Line. Automatic system for operational traffic monitoring using very-high-resolution satellite imagery. International Journal of Remote Sensing (ISSN 0143-1161). 34(13) pp 4850-4870. doi: 10.1080/01431161.2013.782708. 2013.

    Salberg, Arnt Børre; Erikstad, Lars; Zortea, Maciel. Fusion of satellite and aerial images for identification and modeling of nature types. Proceedings of SPIE, the International Society for Optical Engineering (ISSN 0277-786X). 8892 doi: 10.1117/12.2029003. 2013.

    Salberg, Arnt Børre; Larsen, Siri Øyen; Zortea, Maciel. Multisource oil spill detection. Proceedings of SPIE, the International Society for Optical Engineering (ISSN 0277-786X). 8892 doi: 10.1117/12.2029208. 2013.

    2012

    Salberg, Arnt Børre; Jenssen, Robert. Land-cover classification of partly missing data using support vector machines. International Journal of Remote Sensing (ISSN 0143-1161). 33(14) pp 4471-4481. doi: 10.1080/01431161.2011.648378. 2012.

    Salberg, Arnt Børre; Trier, Øivind Due. TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS. IEEE Geoscience and Remote Sensing Letters (ISSN 1545-598X). pp 6749-6752. 2012.

    Salberg, Arnt Børre; Rudjord, Øystein; Solberg, Anne H Schistad. Model based oil spill detection using polarimetric SAR. IEEE Geoscience and Remote Sensing Letters (ISSN 1545-598X). pp 5884-5887. doi: 10.1109/IGARSS.2012.6352270. 2012.

    2011

    Salberg, Arnt Børre. Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images. IEEE Transactions on Geoscience and Remote Sensing (ISSN 0196-2892). 49(1) pp 377-387. doi: 10.1109/TGRS.2010.2052464. 2011.

    2010

    Øigård, Tor Arne; Haug, Tore; Nilssen, Kjell Tormod; Salberg, Arnt Børre. Estimation of Pup Production of Hooded and Harp Seals in the Greenland Sea in 2007: Reducing Uncertainty Using Generalized Additive Models. Journal of Northwest Atlantic Fishery Science (ISSN 0250-6408). 42 doi: 10.2960/J.v42.m642. 2010.

    2009

    Albert, Ole Thomas; Kvalsund, Merete; Vollen, Tone; Salberg, Arnt-Børre. Towards accurate age determination of Greenland halibut. Journal of Northwest Atlantic Fishery Science (ISSN 0250-6408). 40 pp 81-95. 2009.

    Salberg, Arnt-Børre; Oigard, TA; Øigård, Tor Arne; Stenson, Garry B.; Haug, Tore; Nilssen, Kjell T.. Estimation of seal pup production from aerial surveys using generalized additive models. Canadian Journal of Fisheries and Aquatic Sciences (ISSN 0706-652X). 66(5) pp 847-858. doi: 10.1139/F09-040. 2009.

    2008

    Salberg, Arnt Børre; Haug, Tore; Nilssen, Kjell Tormod. Estimation of hooded seal (Cystophora cristata) pup production in the Greenland Sea pack ice during the 2005 whelping season. Polar Biology (ISSN 0722-4060). 31 pp 867-878. doi: 10.1007/s00300-008-0425-0. 2008.

    2000

    Salberg, Arnt Børre; Hanssen, Alfred. Stochastic process shift keying: A novel modulation method for secure digital communications. European Signal Processing Conference (ISSN 2219-5491). (March) 2000. Full-text 

    Academic chapters

    2017

    Salberg, Arnt Børre; Trier, Øivind Due; Kampffmeyer, Michael C.. Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks. In: Image Analysis 20th Scandinavian Conference, SCIA 2017 Tromsø, Norway, June 12–14, 2017 Proceedings, Part II. (ISBN 978-3-319-59128-5). pp 193-204. doi: 10.1007%2F978-3-319-59129-2_17. 2017.

    2016

    Hamar, Jarle Bauck; Salberg, Arnt Børre; Ardelean, Florina. Automatic detection and mapping of avalanches in SAR images. In: Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International. (ISBN 978-1-5090-3332-4). pp 689-692. doi: 10.1109/IGARSS.2016.7729173. 2016. Full-text 

    2015

    Salberg, Arnt Børre. Detection of seals in remote sensing images using features extracted from deep convolutional neural networks. In: 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015). (ISBN 978-1-4799-7929-5). pp 1893-1896. doi: 10.1109/IGARSS.2015.7326163. 2015.

    2013

    Zortea, Maciel; Salberg, Arnt Børre; Solberg, Rune. Semi-automatic detection of rainfall-triggered landslides in segmented optical satellite images. In: Proceeding of The Joint Urban Remote Sensing Event (JURSE) 2013. (ISBN 978-1-4799-0213-2). pp 254-257. doi: 10.1109/JURSE#.2013.6550713. 2013.

    2012

    Larsen, Siri Øyen; Salberg, Arnt Børre; Trier, Øivind Due. Operational Traffic Monitoring Using Very High Resolution Satellite Imagery. In: Proceedings of the 32nd EARSeL Symposium, Advances in Geosciences, Mykonos Island, Greece, 21 May - 24 May 2012. University of Thessaly, Department of Planning and Regional Development. (ISBN 978-960-88490-3-7). pp 608-617. 2012. Full-text 

    Salberg, Arnt Børre; Rudjord, Øystein; Solberg, Anne H Schistad. Model based oil spill detection using polarimetric SAR. In: Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International. (ISBN 978-1-4673-1160-1). pp 5884-5887. doi: 10.1109/IGARSS.2012.6352270. 2012.

    Salberg, Arnt Børre; Trier, Øivind Due. TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS. In: Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International. (ISBN 978-1-4673-1160-1). pp 6749-6752. 2012. Full-text 

    Zortea, Maciel; Salberg, Arnt Børre; Trier, Øivind Due. Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring. In: Proceedings of the 4th GEOBIA. Conference on geographic object-based image analysis. 7-9 May 2012, Rio de Janeiro, Brazil. Instituto Nacional de Pesquisas Espaciais. (ISBN 978-85-17-00059-1). pp 326-331. 2012. Full-text 

    2011

    Eikvil, Line; Larsen, Siri Øyen; Salberg, Arnt-Børre. Automated extraction of traffic information from satellite imagery. In: The seventh conference on image information mining. Geospatial intelligence from earth observation. (ISBN 978-92-79-19708-6). pp 5-8. 2011. Full-text 

    Larsen, Siri Øyen; Salberg, Arnt Børre. Automatic vehicle counts from QuickBird images. In: Urban Remote Sensing Event (JURSE), 2011 Joint. (ISBN 978-1-4244-8657-1). pp 9-12. 2011. Review  Full-text 

    Salberg, Arnt Børre; Trier, Øivind Thorvald Due. Temporal analysis of forest cover using hidden Markov models. In: Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International. (ISBN 978-1-4577-1005-6). pp 2322-2325. 2011. Full-text 

    Salberg, Arnt Børre. Retraining maximum likelihood classifiers using a low-rank model. In: Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International. (ISBN 978-1-4577-1005-6). pp 166-169. 2011. Review  Full-text 

    2010

    Frauenfelder, Regula; Kronholm, Kalle; Solberg, Rune; Larsen, Siri Øyen; Salberg, Arnt Børre; Larsen, Jan Otto; Bjordal, Heidi. DUE avalRS: Remote-Sensing Derived Avalanche Inventory Data for Decision Support and Hind-Cast after Avalanche Events. In: Proceedings of the ESA Living Planet Symposium. ESA Communications. (ISBN 978-92-9221-250-6). 2010. Full-text 

    Academic lectures

    2017

    Trier, Øivind Due; Salberg, Arnt Børre; Aarsten, Dagrun. Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning. Workshop, 10th EARSeL SIG Imaging Spectroscopy Workshop; Zürich, 19.04.2017 - 21.04.2017.

    2016

    Espeseth, Martine; Skrunes, Stine; Brekke, Camilla; Salberg, Arnt Børre; Jones, Cathleen; Holt, Benjamin. Oil spill characterization in the hybrid-polarity SAR domain using log-cumulants. Konferanse, SPIE; Edinburgh, 19.09.2016 - 22.09.2016. Institutional archive 

    Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert. Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks. Workshop, IEEE Conference on Computer Vision and Pattern Recognition Workshops; Las Vegas, 01.07.2016. Full-text 

    Salberg, Arnt Børre; Eikvil, Line. Deep learning: a powerful tool to solve your computer vision problems. Gjesteforelesning, Invited lecure at the Department of Informatics, University of Oslo, 16.09.2016.

    Salberg, Arnt Børre; Eikvil, Line. Deep learning: machine Learning meets big data. Gjesteforelesning, Invited lecuture at Department of Statistics at University of Oslo, 02.03.2016.

    Salberg, Arnt Børre. Traffic statistics from very high resolution satellite images. Gjesteforelesning, Seminar: Satellitter for bedre veidata, 11.04.2016.

    Salberg, Arnt Børre; Hamar, Jarle Bauck; Ardelean, Florina; Johansen, Thomas; Kampffmeyer, Michael C.. Automatic detection and segmentation of avalanches in remote sensing images using deep convolutional neural networks. Konferanse, The 18th International Symposium on Symbolic and Numerical Algorithms for Scientific Computing, Geoinformatics Workshop, 27.09.2016.

    Salberg, Arnt Børre; Zortea, Maciel; Hamar, Jarle Bauck; Solberg, Rune; Sund, Monica; Colleuille, Hervé. Preparing for a national service for flood monitoring using Sentinel-1. Konferanse, ESA Living Planet Symposium, 09.05.2016.

    Salberg, Arnt Børre; Eikvil, Line. Deep learning. Gjesteforelesning, Engineering Day, 03.06.2016.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Trier, Øivind Due; Stancalie, Gheorghe; Diamandi, Andrei; Irimescu, Anisoara. Single- and multi-sensor snow wetness mapping by Sentinel-1 and MODIS data. Konferanse, 73rd Eastern Snow Conference; Columbus, Ohio, 14.06.2016 - 16.06.2016.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Trier, Øivind Due; Stancalie, Gheorghe; Diamandi, Andrei; Irimescu, Anisoara. Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data. Workshop, The 18th International Symposium on Symbolic and Numerical Algorithms for Scientific Computing, Geoinformatics Workshop; Timisoara, 24.09.2016 - 27.09.2016.

    Trier, Øivind Due; Salberg, Arnt Børre; Pilø, Lars Holger. Semi-automatic detection of charcoal kilns from airborne laser scanning data. Konferanse, 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2016); Oslo, 29.03.2016 - 02.04.2016. Abstract 

    Trier, Øivind Due; Salberg, Arnt Børre; Pilø, Lars Holger; Tonning, Christer; Johansen, Hans Marius; Aarsten, Dagrun. Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning. Konferanse, EGU General Assembly 2016; Wien, 17.04.2016 - 22.04.2016. Abstract 

    2015

    Rudjord, Øystein; Salberg, Arnt Børre; Solberg, Rune. Global snow cover mapping using a multi-temporal multi-sensor approach. Workshop, 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images; Annecy, 22.07.2015 - 24.07.2015.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne. Advancements and validation of a global snow product fusing optical and passive microwave radiometer data. Konferanse, 2015 EUMETSAT Meteorological Satellite Conference,; Toulouse, 21.09.2015 - 25.09.2015.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne. Advancements and validation of the global CryoClim snow cover extent product. Workshop, 2nd International Satellite Snow Products Intercomparison (ISSPI) Workshop; Boulder, Colorado, 14.09.2015 - 16.09.2015.

    2014

    Salberg, Arnt Børre; Zortea, Maciel; Erikstad, Lars; Blumentrath, Stefan. Object-based multi-sensor data fusion of satellite and aerial images for modeling mountain nature. Konferanse, 5th Geographic Object-Based Image Analysis (GEOBIA); Thessaloniki, 21.05.2014 - 24.05.2014.

    Salberg, Arnt Børre. Oil spill detection and classification in hybrid-polarimetric SAR images. Workshop, EGEMP – Workshop on Remote sensing monitoring of marine pollution; Koblenz, 13.10.2014 - 14.10.2014.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne. A multi-sensor multi-temporal algorithm for snow cover extent retrieval from optical and passive microwave data. Workshop, 7th EARSeL Workshop on Land Ice and Snow; Bern, 03.02.2014 - 06.02.2014.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne. A new global snow cover product based on multi-sensor multi-temporal satellite data. Workshop, 1st Satellite Snow Product Intercomparison and Evaluation Experiment Workshop; Maryland, 21.07.2014 - 23.07.2014.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne. A new multi-sensor multi-temporal global snow cover product based on satellite data. Konferanse, Climate Symposium 2014; Darmstadt, 13.10.2014 - 17.10.2014.

    2013

    Larsen, Siri Øyen; Salberg, Arnt Børre; Solberg, Rune. Automatic avalanche mapping using texture classification of optical satellite imagery. Konferanse, 33rd EARSeL Symposium; Matera, 03.06.2013 - 06.06.2013.

    Salberg, Arnt Børre. Multisensor satellite technologies for oil pollution monitoring and source identification. Konferanse, NOBIM 2013 konferansen; Hafjell, Norge, 11.02.2013 - 12.02.2013.

    2012

    Brekke, Camilla; Kudryavtsev, Vladimir; Salberg, Arnt Børre; Skrunes, Stine; Ermakov, Stanislav; Maurizio, Migliaccio; Holt, Benjamin. Current Advances in SAR Remote Sensing of Oil Slicks and a Look-Ahead. Konferanse, SeaSAR2012; Tromsø, 18.06.2012 - 22.06.2012.

    Frauenfelder, Regula; Solberg, Rune; Larsen, Siri Øyen; Salberg, Arnt Børre; Bjordal, Heidi. Remote-Sensing Derived Avalanche Inventory Data. Workshop, International Snow Science Workshop; Anchorage, Alaska USA, 17.09.2012 - 21.09.2012. Full-text 

    Salberg, Arnt Børre; Rudjord, Øystein; Solberg, Anne H S. Oil spill detection in compact polarimetry SAR images. Konferanse, SeaSAR-2012; Tromsø, 18.06.2012 - 22.06.2012.

    Solberg, Rune; Frauenfelder, Regula; Larsen, Siri Øyen; Salberg, Arnt Børre. Experiments with remote sensing in the context of avalanche warning and detection. Konferanse, Advances in Avalanche Forecasting; Podbanské, 22.10.2012.

    2011

    Haug, Ola; Salberg, Arnt-Børre. Metodikk for trafikkstatistikk. Del I: Grunnleggende beregninger. Del II: Satellitter. Konferanse, Idédugnad \Trafikk- og transportdata\", Statens Vegvesen Vegdirektoratet"; Trondheim, 31.03.2011.

    Salberg, Arnt Børre; Trier, Øivind Thorvald Due. Time-series analysis of satellite images for forest cover change monitoring in Tanzania. Konferanse, Nordic Remote Sensing Days; Tromsø, 30.08.2011 - 31.08.2011.

    Salberg, Arnt Børre; Larsen, Siri Øyen; Frauenfelder, Regula; Solberg, Rune. Automatic detection of avalanches in high resolution optical satellite data. Konferanse, Nordic Remote Sensing Days; Tromsø, 30.08.2011 - 31.08.2011.

    Salberg, Arnt Børre; Wangensteen, Bjørn; Solberg, Rune. Bayesian model for snow retrieval from SSM/I data. Konferanse, Nordic Remote Sensing Days; Tromsø, 30.08.2011 - 31.08.2011.

    Solberg, Rune; Kristoffersen, Thor; Salberg, Arnt Børre; Rudjord, Øystein; Killie, Mari Anne; Breivik, Lars-Anders; Godøy, Øystein; Andreassen, Liss Marie; Winsvold, Solveig; König, Max. The CryoClim system for cryospheric climate monitoring. Konferanse, Nordic Remote Sensing Days, 30.08.2011 - 31.08.2011. Full-text 

    Trier, Øivind Thorvald Due; Salberg, Arnt Børre. Time-series analysis of satellite images for forest cover change monitoring in Tanzania. Workshop, 1st EARSeL Workshop on Operational Remote Sensing in Forest Management; Praha, 02.06.2011 - 03.06.2011.

    2010

    Eikvil, Line; Salberg, Arnt-Børre; Trier, Øivind Thorvald Due. Experiments on Landsat scene 227-062 in Brazil. Konferanse, GEO Forest carbon tracking task, science and data summit, Woods Hole, Fallmouth, MA, USA, 11-12 May, 11.05.2010. Institutional archive 

    Larsen, Siri Øyen; Salberg, Arnt Børre. Vehicle detection and roadside tree shadow removal in high resolution satellite images. Konferanse, GEOBIA 2010: GEOgraphic Object Based Image Analysis, 29.06.2010 - 02.07.2010.

    Salberg, Arnt-Børre. Land Cover Classification of Cloud-Contaminated Multi-Temporal High-Resolution Images. Konferanse, NOBIM konferansen 2010 i Tromsø, 21.06.2010.

    Trier, Øivind Due; Salberg, Arnt-Børre. Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder. Konferanse, 3. norske CAA-konferansen, Oslo, Norge., 18.10.2010. Institutional archive 

    2009

    Larsen, Siri Øyen; Aldrin, Magne; Haug, Ola; Salberg, Arnt Børre; Solberg, Rune; Gryteselv, Kristin; Johansen, Kjell. Traffic monitoring from space for sustainable development of the road network. Konferanse, ISRSE'33 International Symposium on Remote Sensing of Environment, 04.05.2009 - 08.05.2009.

    Salberg, Arnt-Børre; Solberg, Rune. Land cover classification of cloud- and snow-contaminated multi-temporal high-resolution satellite images. Konferanse, 3rd Workshop of the EARSeL SiG Remote Sensing of Land Use and Land Cover, 25 - 27 November 2009, Bon, 24.11.2009. Institutional archive 

    2001

    Salberg, Arnt Børre; Swami, A.; Øigård, Tor Arne; Hanssen, Alfred. The normal inverse Gaussian distribution as a model for multi-user interference. Konferanse, Thirty-fifth Annual Asilomar Conf. on Signals, Systems, and Computers; Pacific Grove, CA, 01.11.2001.

    2000

    Øigård, Tor Arne; Salberg, Arnt Børre; Hanssen, Alfred. Pattern Recognition by Means of Higher-Order Statistics. Konferanse, Conf. Norwegian Society for Image Processing and Pattern Recognition; Trondheim, 01.01.2000.

    1999

    Salberg, Arnt-Børre; Hanssen, Alfred. Secure digital communications by means of stochastic process shift keying. Konferanse, Thirty-third Asilomar Conf. Signals, Syst., Comp, 01.01.1999.

    Scientific lectures

    2016

    Ardelean, Florina; Torok-Oance, Marcel; Salberg, Arnt Børre; Voiculescu, Mircea; Milian, Narcisa; Irimescu, Anisoara. Numerical simulation of documented snow avalanche events in Fagaras Mountains. Konferanse, The 18th International Symposium on Symbolic and Numerical Algorithms for Scientific Computing, Geoinformatics Workshop, 27.09.2016.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne. Status and further development of CryoClim global Snow Cover Extent product. Seminar, WMO GCW 2nd Snow Watch Team Meeting; Columbus, Ohio, 13.06.2016 - 14.06.2016.

    2015

    Haug, Ola; Salberg, Arnt Børre. Statistikk og satellitter - innsikt gjennom tall og bilder. Seminar, Informasjonsseminar om FoU innen vegtrafikk; Oslo, 18.06.2015.

    Salberg, Arnt Børre. A gentle introduction to deep learning. Annet, Oslo Data Science Meetup, 02.09.2015.

    Posters at scientific conferences

    2016

    Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert. Semantic Segmentation of Small Objects and Uncertainty in Urban Remote Sensing Images Using CNNs. CIFAR-CRM Deep Learning Summer School 2016, 07.08.2016.

    Kermit, Martin Andreas; Salberg, Arnt Børre; Erikstad, Lars; Blumentrath, Stefan. Estimating dates for melted snow cover using multitemporal Landsat and Sentinel images. Living Planet Symposium; Praha, 09.05.2016 - 13.05.2016.

    Solberg, Rune; Salberg, Arnt Børre; Rudjord, Øystein; Trier, Øivind Due; Stancalie, Gheorghe; Diamandi, Andrei; Irimescu, Anisoara. Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data. ESA Living Planet Symposium; Prague, 09.05.2016 - 13.05.2016.

    Trier, Øivind Due; Gobakken, Terje; Salberg, Arnt Børre; Aarsten, Dagrun; Næsset, Erik. Calculation of mean forest vegetation height in Tanzania from Landsat time series and airborne laser scanning data. 3rd EARSeL SIG on Forestry Workshop; Krakow, 15.09.2016 - 16.09.2016.

    2014

    Zortea, Maciel; Salberg, Arnt Børre; Solberg, Rune. Unsupervised change detection in large-size images: exploring edges in multi-temporal remote sensing acquisitions. 5th Geographic Object-Based Image Analysis Conference (GEOBIA); Thessaloniki, 21.05.2014 - 24.05.2014.

    2012

    Rudjord, Øystein; Salberg, Arnt Børre. X-Bragg based detection of oil spills using polarimetric SAR. SeaSAR 2012; Tromsø, 18.06.2012 - 22.06.2012.

    Reports

    2016

    Blumentrath, Stefan; Nowell, Megan Sara; Salberg, Arnt Børre; Kermit, Martin Andreas; Bakkestuen, Vegar; Erikstad, Lars; Bernhardt, J. Sentinel4Nature: Estimating environmental gradients and properties using remote sensing. Norsk institutt for naturforskning, Oslo. NINA Kortrapport 6. pp 20. 2016. Full-text 

    Hamar, Jarle Bauck; Salberg, Arnt Børre; Trier, Øivind Due. Oil spill detection using optical and thermal remote sensing data. Norsk Regnesentral, . NR-notat SAMBA/55/16. pp 34. 2016.

    Salberg, Arnt Børre; Larsen, Siri Øyen. Classification of ocean surface slicks in hybrid polarimetric SAR data. Norsk Regnesentral, . NR-notat SAMBA/43/16. pp 53. 2016.

    Trier, Øivind Due; Hamar, Jarle Bauck; Kermit, Martin Andreas; Pilø, Lars Holger; Salberg, Arnt Børre. Application of remote sensing in cultural heritage management. CultSearcher project report 2015. Norsk Regnesentral, Oslo. NR-notat SAMBA/08/16. pp 195. 2016. Full-text 

    Trier, Øivind Due; Salberg, Arnt Børre; Kampffmeyer, Michael C.. Automatic mapping of forest roads. Norsk Regnesentral, Oslo. NR-notat SAMBA/41/16. pp 36. 2016.

    Trier, Øivind Due; Salberg, Arnt Børre; Haarpaintner, Jörg; Aarsten, Dagrun; Gobakken, Terje; Næsset, Erik. Automatic multi-sensor forest vegetation height mapping methods for Tanzania. Norsk Regnesentral, Oslo. NR-notat SAMBA/04/16. pp 44. 2016.

    2015

    Larsen, Siri Øyen; Hamar, Jarle Bauck; Salberg, Arnt Børre. State-of-the-art review of oil spill detection using optical and thermal remote sensing data. Norsk Regnesentral, Oslo. NR-notat SAMBA/14/15. pp 27. 2015.

    Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Trier, Øivind Due; Nertan, Argentina; Irimescu, Anisoara; Dumitrescu, Alexandru; Stăncălie, Gheorghe. Multi-sensor/multi-temporal prototype wet snow product – Version 1. Norsk Regnesentral, . NR-notat SAMBA/48/15. pp 48. 2015.

    Solberg, Rune; Salberg, Arnt Børre; Rudjord, Øystein; Trier, Øivind Due; Irimescu, Anişoara; Catană, Simona; Mihăilescu, Denis; Dumitrescu, Alexandru; Stăncălie, Gheorghe. Validated wet snow retrieval algorithms. Norsk Regnesentral, . NR-notat SAMBA/47/15. pp 92. 2015.

    2014

    Salberg, Arnt Børre. Benchmark test results of final processing chains - EU FP-7 project SeaU, Deliverable 15.2. Research Executive Agency - European Commission Brussels, . pp 32. 2014.

    2013

    Eikvil, Line; Salberg, Arnt Børre. Signal and image processing for ultrasound camera. Norsk Regnesentral, . NR-notat SAMBA/43/13. pp 40. 2013.

    Larsen, Siri Øyen; Salberg, Arnt Børre. ASAM - towards an automated snow property and avalanche mapping system. Pattern recognition of avalanches using optical data. 2013 report. Norsk Regnesentral, Oslo. NR-notat SAMBA/55/13. pp 25. 2013.

    Salberg, Arnt Børre; Mangin, Antoine; Longépé, Nicolas; Sapage, Tânia; Hansen, Morten Wergeland; Larsen, Siri Øyen; Zortea, Maciel. Multisource oil spill detection - EU FP-7 project SeaU, Deliverable 13.1. Research Executive Agency - European Commission, Brussels. pp 140. 2013.

    Salberg, Arnt Børre; Longépé, Nicolas; Hansen, Morten Wergeland; Rudjord, Øystein; Larsen, Siri Øyen; Solberg, Anne H Schistad; Zortea, Maciel; Mouche, Alexis A.. Report SAR analysis and comparisons - EU FP-7 project SeaU, Deliverable 12.1. Research Executive Agency - European Commission, Brussels. pp 94. 2013.

    Zortea, Maciel; Solberg, Rune; Salberg, Arnt Børre. Evaluation of SWE retrieved from satellite PMR data for three catchments in Hardangervidda. Norsk Regnesentral, Oslo. NR-notat SAMBA/34/13. pp 90. 2013.

    2012

    Brekke, Camilla; Skrunes, Stine; Salberg, Arnt Børre; Hanssen, Claes A.S.. FINAL REPORT WP2 AND WP3 MULTI MISSION OIL SPILL DETECTION (MOISD). Universitetet Tromsø. Inst. for fysikk og teknologi, Tromsø. pp 27. 2012.

    Larsen, Siri Øyen; Salberg, Arnt Børre; Eikvil, Line. SatTrafikk Project report 2011. Norsk Regnesentral, . NR-notat SAMBA/05/12. pp 26. 2012. Full-text 

    Salberg, Arnt Børre; Erikstad, Lars; Zortea, Maciel. Satellittbasert kartlegging av Naturtyper i Norge: Prosjektrapport. Norsk Regnesentral, . NR-notat SAMBA/56/12. pp 55. 2012.

    Zortea, Maciel; Trier, Øivind Due; Salberg, Arnt Børre. Cloud and cloud shadow detection in Landsat images for monitoring tropical forests in Tanzania. Norsk Regnesentral, Oslo. NR-notat SAMBA/06/12. pp 158. 2012.

    2011

    Frauenfelder, Regula; Kronholm, Kalle; Solberg, Rune; Salberg, Arnt Børre; Larsen, Siri Øyen. Service Implementation Document – Deliverable 3. ESA project report, AvalRS, ESRIN/Contract No. 22139/08/I-EC. European Space Agency, ESRIN, Frascati. pp 91. 2011.

    Larsen, Siri Øyen; Salberg, Arnt-Børre; Solberg, Rune. Evaluation of automatic detection of avalanches in high-resolution optical satellite data. Results from the ESA avalRS project's feasibility study on automated avalanche detection. Norsk Regnesentral, Oslo. NR-notat SAMBA/23/11. pp 32. 2011.

    Salberg, Arnt Børre; Larsen, Siri Øyen. SatHavOlje 2010: Processing chain for Radarsat-2 VV and algorithm improvements. Norsk Regnesentral, Oslo. NR-notat SAMBA/56/11. pp 21. 2011.

    Salberg, Arnt Børre; Larsen, Siri Øyen; Myrhaug, Kristian; Solberg, Rune; Eikvil, Line; Johansen, Kjell. Plan for operasjonalisering av SatTrafikk-systemet i 2012-2013. Norsk Regnesentral, . NR-notat SAMBA/55/11. pp 30. 2011.

    Steinbakk, Line; Salberg, Arnt Børre. Benchmark test results – initial chains. SeaU EU FP7 project, Project No. 263246, Deliverable D15.1, . pp 20. 2011.

    Trier, Øivind Thorvald Due; Brun, Trude Aga; Gustavsen, Lars; Loftsgarden, Kjetil; Pilø, Lars Holger; Salberg, Arnt Børre; Solberg, Rune; Stomsvik, Knut Harald; Tonning, Christer. Application of remote sensing in management of cultural heritage. Project Report 2010. Norsk Regnesentral, Oslo. NR-notat SAMBA/11/11. pp 139. 2011.

    2010

    Larsen, Siri Øyen; Salberg, Arnt-Børre; Solberg, Rune. Automatic detection of avalanches in high-resolution optical satellite data – Results from the ESA AvalRS project’s feasibility study on automated avalanche detection. Norsk Regnesentral, Oslo. NR-notat SAMBA/04/10. pp 38. 2010. Institutional archive 

    Salberg, Arnt-Børre; Eikvil, Line; Johansen, Kjell; Fredriksen, Sigmund. SatTrafikk 2010 - Operasjonelt scenario. Norsk Regnesentral, Oslo. NR-notat SAMBA/58/10. pp 18. 2010.

    Salberg, Arnt-Børre; Eikvil, Line. SatTrafikk-Project report 2010. Norsk Regnesentral, Oslo. NR-notat SAMBA/57/10. pp 54. 2010. Institutional archive 

    Trier, Øivind Thorvald Due; Brun, Trude Aga; Gustavsen, Lars; Kristensen, Steinar; Salberg, Arnt Børre; Solberg, Rune; Stomsvik, Knut Harald; Tonning, Christer; Larsen, Siri Øyen. Application of satellite data in management of cultural heritage. Project Report 2009. Norsk Regnesentral, Oslo. NR-notat SAMBA/35/09. pp 138. 2010. Institutional archive 

    Trier, Øivind Due; Salberg, Arnt-Børre. SatHavOlje 2009. Processing chain for Radarsat-2 HH. Confidence improvements for Envisat ASAR VV. Norsk Regnesentral, Oslo. NR-notat SAMBA/54/09. pp 27. 2010.

    2009

    Larsen, Siri Øyen; Salberg, Arnt-Børre. SatTrafikk project report 2009. Norsk Regnesentral, Oslo. NR-notat SAMBA/55/09. pp 28. 2009. Institutional archive 

    Salberg, Arnt-Børre; Solberg, Svein; Weydahl, Dan Johan; Astrup, Rasmus Andreas. Leaf Area Index Estimation Using ENVISAT ASAR and Radarsat-2. Norsk Regnesentral, Oslo. NR-notat SAMBA/30/09. pp 37. 2009. Institutional archive 

    Salberg, Arnt-Børre. Land cover classification of cloud-contaminated multi-temporal high-resolution satellite images. , . SAMBA/45/09. pp 23. 2009. Institutional archive 

    Salberg, Arnt-Børre; Solberg, Svein; Solberg, Anne H. Schistad; Lange, Holger. Leaf Area Index Estimation from Land Cover Classification Based on Hyperspectral Data. Norsk Regnesentral, Oslo. NR-notat SAMBA/52/09. pp 20. 2009.

    Feature articles

    2016

    Eikvil, Line; Salberg, Arnt Børre. En revolusjon innen maskinlæring. Teknisk Ukeblad. 2016.

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