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Publication profile

Anders Ueland Waldeland

Anders Ueland, Waldeland
Name: Anders Ueland Waldeland
Title: Forsker / Research Scientist
Phone: (+47) +47 98 83 10 07 Mob: +47 988 31 007
Email: andersuw [at] nr [dot] no
Scientific areas: Deep learning, Image analysis, Signal processing, Earth observation
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Academic article
2020
Zhao, Hao; Waldeland, Anders U.; Serrano, Dany Rueda; Tygel, Martin; Iversen, Einar. Time-migration velocity estimation using Fréchet derivatives based on nonlinear kinematic migration/demigration solvers. Studia Geophysica et Geodaetica (ISSN 0039-3169). 64(1) pp 26-75. doi: 10.1007/s11200-019-1172-0. 2020.
Brautaset, Olav; Waldeland, Anders Ueland; Johnsen, Espen; Malde, Ketil; Eikvil, Line; Salberg, Arnt-Børre; Handegard, Nils Olav. Acoustic classification in multifrequency echosounder data using deep convolutional neural networks. ICES Journal of Marine Science (ISSN 1054-3139). 77(4) pp 1391-1400. doi: 10.1093/icesjms/fsz235. 2020. Arkiv
2019
Waldeland, Anders U.; Coimbra, T.A.; Faccipieri, J. H.; Solberg, Anne H Schistad; Gelius, Leiv-J.. Fast estimation of prestack Common Reflection Surface parameters. Geophysical Prospecting (ISSN 0016-8025). 67(5) pp 1163-1183. doi: 10.1111/1365-2478.12740. 2019.
2018
Trier, Øivind Due; Cowley, David C.; Waldeland, Anders U.. Using deep neural networks on airborne laser scanning data: results from a case study of semi-automatic mapping of archaeological topography on Arran, Scotland. Archaeological Prospection (ISSN 1075-2196). 26(2) pp 165-175. doi: 10.1002/arp.1731. 2018. Fulltekst
Waldeland, Anders Ueland; Zhao, Hao; Faccipieri, J. H.; Solberg, Anne H Schistad; Gelius, Leiv-J.. Fast and robust common-reflection-surface parameter estimation. Geophysics (ISSN 0016-8033). 83(1) pp O1-O13. doi: 10.1190/GEO2017-0113.1. 2018. Arkiv
Waldeland, Anders Ueland; Jensen, Are Charles; Gelius, Leiv-J.; Solberg, Anne H Schistad. Convolutional neural networks for automated seismic interpretation. The Leading Edge (ISSN 1070-485X). 37(7) pp 529-537. doi: 10.1190/tle37070529.1. 2018.
Academic chapter/article/Conference paper
2020
Waldeland, Anders Ueland; Salberg, Arnt-Børre; Trier, Øivind Due; Vollrath, Andreas. Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. Proceedings. (ISBN 9781728163741). doi: 10.1109/IGARSS39084.2020.9323815. 2020. Arkiv
Academic lecture
2018
Zhao, Hao; Waldeland, Anders U.; Rueda Serrano, Dany; Tygel, Martin; Iversen, Einar. Time-migration Tomography based on Reflection Slopes in Pre-stack Time-migrated Seismic. EAGE 80th Conference & Exhibition; Copenhagen, 6/11/2018 - 6/14/2018. Fulltekst
Waldeland, Anders U.; Salberg, Arnt Børre; Marin, Alessandro. AI4EO Challenges in the context of the Great Green Wall Initiative. The ESA Earth Observation Phi-week; ESRIN, Roma, 11/12/2018 - 11/16/2018.
Trier, Øivind Due; Waldeland, Anders Ueland; Cowley, David C.. Semi-automatic mapping of cultural heritage in Arran, Scotland, using deep neural networks on airborne laser scanning data. 46th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2018); Tübingen, 3/20/2018 - 3/22/2018.
2017
Waldeland, Anders Ueland; Solberg, Anne H Schistad. Salt Classification Using Deep Learning. 79th EAGE Conference and Exhibition 2017; Paris, 6/11/2017 - 6/14/2017.
Zhao, Hao; Waldeland, Anders Ueland; Serrano, Dany Rueda; Tygel, Martin; Iversen, Einar. Time-migration tomography based on reflection slopes, a first test. Lofoten-seminaret i petroleumsgeofysikk; Svolvær, 8/15/2017 - 8/18/2017.
2016
Waldeland, Anders Ueland; Solberg, Anne H Schistad. 3D Attributes and Classification of Salt Bodies on Unlabelled Datasets. 78th EAGE Conference and Exhibition 2016; Wien, 5/30/2016 - 6/2/2016.
Abstract
2018
Zhao, Hao; Waldeland, Anders U.; Serrano, D. Rueda; Tygel, Martin; Iversen, Einar. Time-migration Tomography based on Reflection Slopes in Pre-stack Time-migrated Seismic Data. EAGE extended abstracts. doi: 10.3997/2214-4609.201801383. 2018.
Lecture
2018
Waldeland, Anders U.. Seismic interpretation with deep learning. EAGE E-Lecture; https://www.youtube.com/watch?v=lm85Ap4OstM, 9/25/2018. Omtale
Poster
2019
Salberg, Arnt Børre; Waldeland, Anders U.. Deep learning based value chain for Sentinel-2 land cover mapping. ESA Living Planet Symphosium, 5/13/2019 - 5/17/2019.
2018
Waldeland, Anders U.; Reksten, Jarle Hamar; Salberg, Arnt Børre. Avalanche detection in sar images using deep learning. International Geoscience and Remote Sensing Symposium, IGARSS 2018; Valencia, 7/22/2018 - 7/27/2018.
Doctoral dissertation
2018
Waldeland, Anders U.. Seismic image analysis for applications related to iterative 3D velocity model building. Unipub UiO. pp 128. 2018.
Report
2021
Solberg, Rune; Reksten, Jarle Hamar; Trier, Øivind Due; Waldeland, Anders U.; Meldvold, Kjetil; Orthe, Nils Kristian. Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 3. Norsk Regnesentral. NR-notat SAMBA/37/21. pp 62. 2021.
Solberg, Rune; Reksten, Jarle Hamar; Waldeland, Anders U.; Salberg, Arnt Børre. Snow Product User Guide. AI4Arctic guide to snow products V1. Norsk Regnesentral. NR-notat SAMBA/15/21. pp 26. 2021.
Solberg, Rune; Salberg, Arnt Børre; Waldeland, Anders U.; Reksten, Jarle Hamar; Trier, Øivind Due; Kreiner, Matilde Brandt; Wulf, Tore; Pedersen, Leif Toudal; Stokholm, Andreas. Final report. AI4Arctic Deliverable 6. Norsk Regnesentral. NR-notat SAMBA/19/21. pp 78. 2021.
Salberg, Arnt Børre; Liu, Yi; Waldeland, Anders U.. InfraUAS: Monitoring of critical infrastructure using UAVs: Technical Report. Norsk Regnesentral. NR-notat SAMBA/42/21. pp 57. 2021.
Trier, Øivind Due; Waldeland, Anders U.; Solberg, Rune. Automatisk skydeteksjon i Sentinel-3 SLSTR satellittbilder med U-Net. Første resultater. Norsk Regnesentral. NR-notat SAMBA/26/21. pp 146. 2021.
2020
Solberg, Rune; Salberg, Arnt Børre; Waldeland, Anders U.; Kreiner, Matilde Brandt; Pedersen, Leif Toudal; Malmgren-Hansen, David; Korosov, Anton; Gustafsson, David. Mid-term report. AI4Arctic Deliverable 5. Norsk Regnesentral. NR-notat SAMBA/39/20. pp 38. 2020.
Solberg, Rune; Waldeland, Anders U.; Salberg, Arnt Børre; Kreiner, Matilde Brandt; Pedersen, Leif Toudal; Malmgren-Hansen, David. Problem statement and methodologies. AI4Arctic Deliverable 1. Norsk Regnesentral. NR-notat SAMBA/18/20. pp 46. 2020.
Waldeland, Anders U.; Reksten, Jarle Hamar; Salberg, Arnt Børre; Solberg, Rune; Pedersen, Leif Toudal; Malmgren-Hansen, David; Kreiner, Matilde Brandt. ICT requirements and API. AI4Arctic Deliverable 2. Norsk Regnesentral. NR-notat SAMBA/20/20. pp 24. 2020.
Salberg, Arnt Børre; Waldeland, Anders U.; Solberg, Rune; Malmgren-Hansen, David; Pedersen, Leif Toudal; Kreiner, Matilde Brandt. Software package: AI4Arctic Deliverable 4. Norsk Regnesentral. NR-notat SAMBA/47/20. pp 26. 2020.
Eikvil, Line; Waldeland, Anders U.; Barker, Daniel Martin L; Holden, Marit; Hauge, Ragnar; Salberg, Arnt Børre. Deep learning in seismic interpretations - Development and experiments 2020. Norsk Regnesentral. NR-notat SAMBA/51/20. pp 26. 2020.
2019
Eikvil, Line; Waldeland, Anders U.; Holden, Marit; Salberg, Arnt Børre; Hauge, Ragnar; Barker, Daniel Martin L. Deep learning in seismic interpretation. Norsk Regnesentral. NR-notat SAMBA/49/19. pp 39. 2019.
2018
Trier, Øivind Due; Waldeland, Anders U.; Cowley, David C.. Automating archaeological object detection. Proof of concept – Arran survey. Norsk Regnesentral. NR-notat SAMBA/08/18. pp 34. 2018. Fulltekst
Waldeland, Anders U.; Salberg, Arnt Børre; Trier, Øivind Due. Next Generation Value Chain for Earth Observation. Technical note: methodologies. Norsk Regnesentral. NR-notat SAMBA/36/18. pp 41. 2018.
Salberg, Arnt Børre; Waldeland, Anders U.; Trier, Øivind Due. Next Generation Value Chain for Earth Observation (NGVEO). Final report. Norsk Regnesentral. NR-notat SAMBA/37/18. pp 25. 2018.
Salberg, Arnt Børre; Waldeland, Anders U.. A New Value Chain for Earth Observation. Research agenda for AI and ML and the role of ESA. Norsk Regnesentral. NR-notat SAMBA/35/18. pp 21. 2018.
Popular scientific lecture
2019
Waldeland, Anders U.. An Introduction to Machine Learning. FORCE Hackathon and symposium: Applied Machine Learning and Advanced Analytics with Oil and Gas Data; NDP, Stavanger, 9/20/2019.
2018
Waldeland, Anders U.. From Traditional Machine Learning to Deep Learning. FORCE Hackathon and Advances of Machine Learning on Subsurface Data; NDP, Stavanger, 9/18/2018.
Postal address:
Norsk Regnesentral/
Norwegian Computing Center
P.O. Box 114 Blindern
NO-0314 Oslo
Norway
Visit address:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
NO-0373 Oslo.
Phone:
(+47) 22 85 25 00
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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
AddressHow to get to NR