Publication profile
Publication profile
Izzie Yi Liu
Name:
Izzie Yi Liu
Title:
Seniorforsker / Senior Research Scientist
Phone:
(+47) +47 22 85 26 95
Email:
yiliu [at] nr [dot] no
Scientific areas:
Signal processing, Imaging and inversion, Earth observation and monitoring, Deep learning

Add to contacts (vCard) Show publications
Academic article
2022
Coastal habitat mapping with UAV multi-sensor data: an experiment among DCNN-based approaches. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISSN 2194-9042). V-3-2022 pp 439-445. doi: 10.5194/isprs-annals-V-3-2022-439-2022. 2022. Arkiv
. 2020
Channel Measurement and Modeling of the Small-Scale Fading Characteristics for Urban Inland River Environment. IEEE Transactions on Wireless Communications (ISSN 1536-1276). 19(5) pp 3376-3389. doi: 10.1109/TWC.2020.2972885. 2020.
. 2018
5.9 GHz vehicular channels comparisons between two traffic status for dense urban area. China Communications (ISSN 1673-5447). 15(4) pp 58-71. doi: 10.1109/CC.2018.8357701. 2018.
. Up- and downgoing borehole wavefield retrieval using single component borehole and reflection data. Journal of Applied Geophysics (ISSN 0926-9851). 155 pp 256-264. doi: 10.1016/j.jappgeo.2018.06.003. 2018. Arkiv
. 2017
Target-enclosed seismic imaging. Geophysics (ISSN 0016-8033). 82(6) pp Q53-Q66. doi: 10.1190/GEO2017-0166.1. 2017.
. A new approach to separate seismic time-lapse time shifts in the reservoir and overburden. Geophysics (ISSN 0016-8033). 82(6) pp Q67-Q78. doi: 10.1190/GEO2016-0560.1. 2017.
. 2016
Combination of surface and borehole seismic data for robust target-oriented imaging. Geophysical Journal International (ISSN 0956-540X). 205(2) pp 758-775. doi: 10.1093/gji/ggw011. 2016. Data
. Retrieving virtual reflection responses at drill-bit positions using seismic interferometry with drill-bit noise. Geophysical Prospecting (ISSN 0016-8025). 64(2) pp 348-360. doi: 10.1111/1365-2478.12292. 2016. Arkiv
. Academic chapter/article/Conference paper
2021
Synthetic Data For Dnn-Based Doa Estimation of Indoor Speech. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (ISBN 978-1-7281-7606-2). pp 4390-4394. doi: 10.1109/ICASSP39728.2021.9414415. 2021. Arkiv
. 2012
Investigation on Smeared Thickness Method for Plating Stiffeners on Prediction of Grounding Character of Double Bottom Tanker over Obstacles with Large Contact Surface. In: 2012 Proceedings of the ASME 31st International Conference on Ocean, Offshore and Arctic Engineering (OMAE2012): Volume 2 Structures, Safety and Reliability. (ISBN 9780791844892). pp 115-122. doi: 10.1115/omae2012-83238. 2012.
. Academic lecture
2018
Towards monitoring the subsurface using diving waves. Proceedings of th 13th SEGJ International Symposium, 11/12/2018 - 11/14/2018.
. 2017
Up-down wavefield reconstruction in boreholes using single-component data. 79th Annual International Conference and Exhibition; Paris, 6/12/2017 - 6/15/2017.
. 2016
Auto-estimation of Up-down Wavefields in a Horizontal Borehole using Single Component Data. 78th EAGE Conference and Exhibition 2016; Vienna, 5/30/2016 - 6/2/2016.
. 2015
Creating virtual receivers from drill-bit noise. 77th EAGE Conference and Exhibition 2015; Madrid, 6/1/2015 - 6/4/2015.
. 2014
Turning subsurface noise sources into virtual receivers by multi-dimensional deconvolution. 76th EAGE Conference and Exhibition 2014; Amsterdam, 6/16/2014 - 6/19/2014.
. Abstract
2016
New method for discriminating 4D time shifts in the overburden and reservoir. SEG technical program expanded abstracts. 55(3521) doi: 10.1190/segam2016-13957767.1. 2016.
. 2015
Data-driven deep local imaging using both surface and borehole seismic data. Society of Exploration Geophysicists. Expanded Abstracts with Biographies. pp 5554-5559. doi: 10.1190/segam2015-5803589.1. 2015.
. 2014
Combining inter-source seismic interferometry and source-receiver interferometry for deep local imaging. Society of Exploration Geophysicists. Expanded Abstracts with Biographies. pp 5107-5112. doi: 10.1190/segam2014-1111.1. 2014.
. Lecture
2017
Estimate the shear wave velocity close to wells from tube waves - An experimental study. Near Surface Geoscience 2017 (EAGE), 9/3/2017 - 9/7/2017.
. 2015
Data-driven deep local imaging using both surface and borehole seismic data. DrillWell Technical Seminar, 9/22/2015 - 9/23/2015.
. 2014
Inter-source seismic interferometry by multidimensional deconvolution (MDD) for borehole sources. SEG Beijing 2014 International Geophysical Conference & Exposition; Beijing, 4/21/2014 - 4/24/2014.
. Report
2021
InfraUAS: Monitoring of critical infrastructure using UAVs: Technical Report. Norsk Regnesentral. NR-notat SAMBA/42/21. pp 57. 2021.
.

Name: | Izzie Yi Liu |
Title: | Seniorforsker / Senior Research Scientist |
Phone: | (+47) +47 22 85 26 95 |
Email: | yiliu [at] nr [dot] no |
Scientific areas: | Signal processing, Imaging and inversion, Earth observation and monitoring, Deep learning |
![]() | Add to contacts (vCard) |
Show publications |
Academic article
2022
Coastal habitat mapping with UAV multi-sensor data: an experiment among DCNN-based approaches. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISSN 2194-9042). V-3-2022 pp 439-445. doi: 10.5194/isprs-annals-V-3-2022-439-2022. 2022. Arkiv
. 2020
Channel Measurement and Modeling of the Small-Scale Fading Characteristics for Urban Inland River Environment. IEEE Transactions on Wireless Communications (ISSN 1536-1276). 19(5) pp 3376-3389. doi: 10.1109/TWC.2020.2972885. 2020.
. 2018
5.9 GHz vehicular channels comparisons between two traffic status for dense urban area. China Communications (ISSN 1673-5447). 15(4) pp 58-71. doi: 10.1109/CC.2018.8357701. 2018.
. Up- and downgoing borehole wavefield retrieval using single component borehole and reflection data. Journal of Applied Geophysics (ISSN 0926-9851). 155 pp 256-264. doi: 10.1016/j.jappgeo.2018.06.003. 2018. Arkiv
. 2017
Target-enclosed seismic imaging. Geophysics (ISSN 0016-8033). 82(6) pp Q53-Q66. doi: 10.1190/GEO2017-0166.1. 2017.
. A new approach to separate seismic time-lapse time shifts in the reservoir and overburden. Geophysics (ISSN 0016-8033). 82(6) pp Q67-Q78. doi: 10.1190/GEO2016-0560.1. 2017.
. 2016
Combination of surface and borehole seismic data for robust target-oriented imaging. Geophysical Journal International (ISSN 0956-540X). 205(2) pp 758-775. doi: 10.1093/gji/ggw011. 2016. Data
. Retrieving virtual reflection responses at drill-bit positions using seismic interferometry with drill-bit noise. Geophysical Prospecting (ISSN 0016-8025). 64(2) pp 348-360. doi: 10.1111/1365-2478.12292. 2016. Arkiv
. Academic chapter/article/Conference paper
2021
Synthetic Data For Dnn-Based Doa Estimation of Indoor Speech. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (ISBN 978-1-7281-7606-2). pp 4390-4394. doi: 10.1109/ICASSP39728.2021.9414415. 2021. Arkiv
. 2012
Investigation on Smeared Thickness Method for Plating Stiffeners on Prediction of Grounding Character of Double Bottom Tanker over Obstacles with Large Contact Surface. In: 2012 Proceedings of the ASME 31st International Conference on Ocean, Offshore and Arctic Engineering (OMAE2012): Volume 2 Structures, Safety and Reliability. (ISBN 9780791844892). pp 115-122. doi: 10.1115/omae2012-83238. 2012.
. Academic lecture
2018
Towards monitoring the subsurface using diving waves. Proceedings of th 13th SEGJ International Symposium, 11/12/2018 - 11/14/2018.
. 2017
Up-down wavefield reconstruction in boreholes using single-component data. 79th Annual International Conference and Exhibition; Paris, 6/12/2017 - 6/15/2017.
. 2016
Auto-estimation of Up-down Wavefields in a Horizontal Borehole using Single Component Data. 78th EAGE Conference and Exhibition 2016; Vienna, 5/30/2016 - 6/2/2016.
. 2015
Creating virtual receivers from drill-bit noise. 77th EAGE Conference and Exhibition 2015; Madrid, 6/1/2015 - 6/4/2015.
. 2014
Turning subsurface noise sources into virtual receivers by multi-dimensional deconvolution. 76th EAGE Conference and Exhibition 2014; Amsterdam, 6/16/2014 - 6/19/2014.
. Abstract
2016
New method for discriminating 4D time shifts in the overburden and reservoir. SEG technical program expanded abstracts. 55(3521) doi: 10.1190/segam2016-13957767.1. 2016.
. 2015
Data-driven deep local imaging using both surface and borehole seismic data. Society of Exploration Geophysicists. Expanded Abstracts with Biographies. pp 5554-5559. doi: 10.1190/segam2015-5803589.1. 2015.
. 2014
Combining inter-source seismic interferometry and source-receiver interferometry for deep local imaging. Society of Exploration Geophysicists. Expanded Abstracts with Biographies. pp 5107-5112. doi: 10.1190/segam2014-1111.1. 2014.
. Lecture
2017
Estimate the shear wave velocity close to wells from tube waves - An experimental study. Near Surface Geoscience 2017 (EAGE), 9/3/2017 - 9/7/2017.
. 2015
Data-driven deep local imaging using both surface and borehole seismic data. DrillWell Technical Seminar, 9/22/2015 - 9/23/2015.
. 2014
Inter-source seismic interferometry by multidimensional deconvolution (MDD) for borehole sources. SEG Beijing 2014 International Geophysical Conference & Exposition; Beijing, 4/21/2014 - 4/24/2014.
. Report
2021
InfraUAS: Monitoring of critical infrastructure using UAVs: Technical Report. Norsk Regnesentral. NR-notat SAMBA/42/21. pp 57. 2021.
.