Liyuan Xing
About
Assoc. Prof. Dr. Liyuan Xing is currently a full-stack machine learning (ML) engineer in TrønderEnergi Kraft AS who loves making ML products and related research on energy field. Recent projects involve wind production forecasting and better bidding in day ahead market for hydro power. She is also holding an Adjunct Associate Professor position at the Department of Computer Science (IDI), in connection with Norwegian Open AI lab (NAIL), responsible for some research in NorwAI and teaching activities in artificial intelligence and machine learning.
In 2006, Liyuan got a master degree in computer science and technology from Graduate University of Chinese Academy of Sciences (GUCAS), Beijing China. In 2013, she was awarded her PhD in Network Media Handling from Q2S Centre of Excellence at Norwegian University of Science and Technology (NTNU), Trondheim Norway. From 2015 to 2019, she worked as a post-doc in Visual Computing Laboratory in IDI, NTNU.
Liyuan's main interests are applied artificial intelligence and machine learning. Over the last decades, she has carried out many research projects and developed productions in use in different fields, such as content-based sports video analysis and retrieval, medical image processing, quality assessment of stereoscopic 3D, ultrasonic touchless gesture recognition, visual computing for geobody extraction on seismic data, and most recently time series forecasting for wind production and decision making (e.g. bid generation) under uncertainties.
Publications
2022
-
Xing, Liyuan;
Sizov, Gleb Valerjevich;
Gundersen, Odd Erik.
(2022)
Digital Transformation in Renewable Energy: Use Cases and Experiences from a Nordic Power Producer.
Springer
Academic chapter/article/Conference paper
2019
-
Xing, Liyuan;
Aarre, Victor;
Barnes, Arthur E.;
Theoharis, Theoharis;
Salman, Nader;
Tjåland, Egil.
(2019)
Seismic attribute benchmarking on instantaneous frequency.
Geophysics
Academic article
2018
-
Xing, Liyuan;
Aarre, Victor;
Salman, Nader;
Theoharis, Theoharis;
Tjåland, Egil.
(2018)
A3Mark: Seismic attribute benchmarking.
Geophysics
Academic article
2017
-
Xing, Liyuan;
Aarre, Victor;
Barnes, Arthur E.;
Theoharis, Theoharis;
Salman, Nader;
Tjåland, Egil.
(2017)
Instantaneous Frequency Seismic Attribute Benchmarking.
Academic chapter/article/Conference paper
2016
-
Xing, Liyuan;
Salman, Nader;
Aarre, Victor;
Theoharis, Theoharis;
Tjåland, Egil.
(2016)
A3mark: A publicly available online web service for seismic attribute benchmarking.
Academic chapter/article/Conference paper
2013
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2013)
Stereoscopic Quality Datasets under Various Test Conditions.
IEEE conference proceedings
Academic chapter/article/Conference paper
2012
-
You, Junyong;
Xing, Liyuan;
Perkis, Andrew;
Ebrahimi, Touradj.
(2012)
Visual contrast sensitivity guided video quality assessment.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Xing, Liyuan;
Xu, Jie;
Skildheim, Kim Daniel;
Perkis, Andrew;
Ebrahimi, Touradj.
(2012)
Subjective Crosstalk Assessment Methodology for Auto-stereoscopic Displays.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Barkowsky, Marcus;
Brunnström,, Kjell;
Ebrahimi, Touradj;
Karam, Lina;
Lebreton, Pierre;
Callet, Patrick Le.
(2012)
Subjective and Objective Visual Quality Assessment in the Context of Stereoscopic 3D-TV.
Springer
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2012)
Assessment of Stereoscopic Crosstalk Perception.
IEEE transactions on multimedia
Academic article
2011
-
Xing, Liyuan;
Junyong, You;
Ebrahimi, Touradj;
Perkis, Andrew.
(2011)
Factors impacting quality of experience in stereoscopic images.
Proceedings of SPIE, the International Society for Optical Engineering
Academic article
-
Xing, Liyuan;
Junyong, You;
Ebrahimi, Touradj;
Perkis, Andrew.
(2011)
Objective metrics for quality of experience in stereoscopic images.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Xu, Jie;
Xing, Liyuan;
Perkis, Andrew;
Jiang, Yuming.
(2011)
On the Properties of Mean Opinion Scores for Quality of Experience Management.
IEEE conference proceedings
Academic chapter/article/Conference paper
2010
-
You, Junyong;
Jiang, Gangyi;
Xing, Liyuan;
Perkis, Andrew.
(2010)
Quality of Visual Experience for 3D Presentation - Stereoscopic Image.
Springer
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
An Objective Metric for Assessing Quality of Experience on Stereoscopic Images.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
A PERCEPTUAL QUALITY METRIC FOR STEREOSCOPIC CROSSTALK PERCEPTION.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Xing, Liyuan;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
Subjective evaluation of stereoscopic crosstalk perception.
Proceedings of SPIE, the International Society for Optical Engineering
Academic article
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
A Perceptual quality metric for stereoscopic crosstalk perception.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
Estimating Quality of Experience on Stereoscopic Images.
IEEE conference proceedings
Academic chapter/article/Conference paper
2009
-
Liu, CX;
Huang, QM;
Jiang, SQ;
Xing, Liyuan;
Ye, QX;
Gao, W.
(2009)
A framework for flexible summarization of racquet sports video using multiple modalities.
Computer Vision and Image Understanding
Academic article
Journal publications
-
Xing, Liyuan;
Aarre, Victor;
Barnes, Arthur E.;
Theoharis, Theoharis;
Salman, Nader;
Tjåland, Egil.
(2019)
Seismic attribute benchmarking on instantaneous frequency.
Geophysics
Academic article
-
Xing, Liyuan;
Aarre, Victor;
Salman, Nader;
Theoharis, Theoharis;
Tjåland, Egil.
(2018)
A3Mark: Seismic attribute benchmarking.
Geophysics
Academic article
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2012)
Assessment of Stereoscopic Crosstalk Perception.
IEEE transactions on multimedia
Academic article
-
Xing, Liyuan;
Junyong, You;
Ebrahimi, Touradj;
Perkis, Andrew.
(2011)
Factors impacting quality of experience in stereoscopic images.
Proceedings of SPIE, the International Society for Optical Engineering
Academic article
-
Xing, Liyuan;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
Subjective evaluation of stereoscopic crosstalk perception.
Proceedings of SPIE, the International Society for Optical Engineering
Academic article
-
Liu, CX;
Huang, QM;
Jiang, SQ;
Xing, Liyuan;
Ye, QX;
Gao, W.
(2009)
A framework for flexible summarization of racquet sports video using multiple modalities.
Computer Vision and Image Understanding
Academic article
Part of book/report
-
Xing, Liyuan;
Sizov, Gleb Valerjevich;
Gundersen, Odd Erik.
(2022)
Digital Transformation in Renewable Energy: Use Cases and Experiences from a Nordic Power Producer.
Springer
Academic chapter/article/Conference paper
-
Xing, Liyuan;
Aarre, Victor;
Barnes, Arthur E.;
Theoharis, Theoharis;
Salman, Nader;
Tjåland, Egil.
(2017)
Instantaneous Frequency Seismic Attribute Benchmarking.
Academic chapter/article/Conference paper
-
Xing, Liyuan;
Salman, Nader;
Aarre, Victor;
Theoharis, Theoharis;
Tjåland, Egil.
(2016)
A3mark: A publicly available online web service for seismic attribute benchmarking.
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2013)
Stereoscopic Quality Datasets under Various Test Conditions.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
You, Junyong;
Xing, Liyuan;
Perkis, Andrew;
Ebrahimi, Touradj.
(2012)
Visual contrast sensitivity guided video quality assessment.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Xing, Liyuan;
Xu, Jie;
Skildheim, Kim Daniel;
Perkis, Andrew;
Ebrahimi, Touradj.
(2012)
Subjective Crosstalk Assessment Methodology for Auto-stereoscopic Displays.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Barkowsky, Marcus;
Brunnström,, Kjell;
Ebrahimi, Touradj;
Karam, Lina;
Lebreton, Pierre;
Callet, Patrick Le.
(2012)
Subjective and Objective Visual Quality Assessment in the Context of Stereoscopic 3D-TV.
Springer
Academic chapter/article/Conference paper
-
Xing, Liyuan;
Junyong, You;
Ebrahimi, Touradj;
Perkis, Andrew.
(2011)
Objective metrics for quality of experience in stereoscopic images.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Xu, Jie;
Xing, Liyuan;
Perkis, Andrew;
Jiang, Yuming.
(2011)
On the Properties of Mean Opinion Scores for Quality of Experience Management.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
You, Junyong;
Jiang, Gangyi;
Xing, Liyuan;
Perkis, Andrew.
(2010)
Quality of Visual Experience for 3D Presentation - Stereoscopic Image.
Springer
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
An Objective Metric for Assessing Quality of Experience on Stereoscopic Images.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
A PERCEPTUAL QUALITY METRIC FOR STEREOSCOPIC CROSSTALK PERCEPTION.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
A Perceptual quality metric for stereoscopic crosstalk perception.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Xing, Liyuan;
You, Junyong;
Ebrahimi, Touradj;
Perkis, Andrew.
(2010)
Estimating Quality of Experience on Stereoscopic Images.
IEEE conference proceedings
Academic chapter/article/Conference paper
Media
2018
-
Academic lectureXing, Liyuan; Aarre, Victor; Theoharis, Theoharis. (2018) Improving Faults Continuity for Extraction by Transfer Learning based on Synthetic Data. SEG Technical Program Expanded Abstracts 2018 , Anaheim 2018-10-14 - 2018-10-19
2017
-
Academic lectureXing, Liyuan; Aarre, Victor; Barnes, Arthur E.; Theoharis, Theoharis; Salman, Nader; Tjåland, Egil. (2017) Instantaneous Frequency Seismic Attribute Benchmarking. SEG Technical Program Expanded Abstracts 2017 , Houston 2017-09-24 - 2017-09-29
2016
-
Academic lectureXing, Liyuan; Salman, Nader; Aarre, Victor; Theoharis, Theoharis; Tjåland, Egil. (2016) A3mark: A publicly available online web service for seismic attribute benchmarking. SEG Technical Program Expanded Abstracts 2016 , Dallas 2016-10-16 - 2016-10-21
2013
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Academic lectureXing, Liyuan; You, Junyong; Ebrahimi, Touradj; Perkis, Andrew. (2013) Stereoscopic Quality Datasets under Various Test Conditions. Fifth International Workshop on Quality of Multimedia Experience (QoMEX) 2013-07-03 - 2013-07-05
2012
-
Academic lectureXing, Liyuan; Xu, Jie; Skildheim, Kim Daniel; Ebrahimi, Touradj; Perkis, Andrew. (2012) Subjective Crosstalk Assessment Methodology for Auto-stereoscopic Displays. IEEE International Conference on Multimedia & Expo (ICME) , Melbourne, VIC Australia 2012-07-09 - 2012-07-13
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Academic lecturePerkis, Andrew; You, Junyong; Xing, Liyuan; Ebrahimi, Touradj; Simone, Francesca de; Rerabek, Martin. (2012) Towards certification of 3D video quality assessment. Sixth International Workshop on Video Processing and Quality Metrics for Consumer Electronics - VPQM 2012-01-19 - 2012-01-20
2011
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Academic lectureXing, Liyuan; Junyong, You; Ebrahimi, Touradj; Perkis, Andrew. (2011) Objective metrics for quality of experience in stereoscopic images. Lecture 2011-09-11 - 2011-09-14
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Academic lectureXing, Liyuan; Junyong, You; Ebrahimi, Touradj; Perkis, Andrew. (2011) Factors impacting quality of experience in stereoscopic images. Lecture 2011-01-24 - 2011-01-27
2010
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Academic lectureXing, Liyuan; Ebrahimi, Touradj; Perkis, Andrew. (2010) Subjective evaluation of stereoscopic crosstalk perception. Visual Communications and Image Processing , Huang Shan, An Hui 2010-07-11 - 2010-07-14
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Academic lectureLervold, Mathias Gjerstad; Xing, Liyuan; Perkis, Andrew. (2010) QUALITY OF EXPERIENCE IN INTERNET TELEVISION. The Fifth International Workshop on Video Processing and Quality Metrics (VPQM) , Scottsdale, Arizona 2010-01-13 -
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Academic lectureYou, Junyong; Xing, Liyuan; Perkis, Andrew; Wang, Xu. (2010) PERCEPTUAL QUALITY ASSESSMENT FOR STEREOSCOPIC IMAGES BASED ON 2D IMAGE QUALITY METRICS AND DISPARITY ANALYSIS. The Fifth International Workshop on Video Processing and Quality Metrics (VPQM) , Scottsdale, Arizona 2010-01-13 -
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Academic lectureXing, Liyuan; You, Junyong; Ebrahimi, Touradj; Perkis, Andrew. (2010) A PERCEPTUAL QUALITY METRIC FOR STEREOSCOPIC CROSSTALK PERCEPTION. Lecture 2010-09-26 - 2010-09-29
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PosterXing, Liyuan; You, Junyong; Ebrahimi, Touradj; Perkis, Andrew. (2010) An Objective Metric for Assessing Quality of Experience on Stereoscopic Images. Poster 2010-10-04 - 2010-10-06
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Academic lectureXing, Liyuan; You, Junyong; Ebrahimi, Touradj; Perkis, Andrew. (2010) Estimating Quality of Experience on Stereoscopic Images. ISPACS 2010 2010-12-06 - 2010-12-08