Research output per year
Research output per year
Personal profile
Personal profile
Dr. Michael Ying Yang is currently Assistant Professor with University of Twente (the Netherlands), heading a group working on scene understanding.
He received the PhD degree (summa cum laude) from University of Bonn (Germany) in 2011. From 2008 to 2012, he worked as Researcher with the Department of Photogrammetry, University of Bonn. From 2012 to 2015, he was a Postdoctoral Researcher with the Institute for Information Processing, Leibniz University Hannover. From 2015 to 2016, he was a Senior Researcher at TU Dresden.
His research interests are in the fields of computer vision and photogrammetry with specialization on scene understanding and semantic interpretation from imagery. He published over 100 papers in international journals and conference proceedings and currently co-supervise 4 PhD students. He serves as Associate Editor of ISPRS Journal of Photogrammetry and Remote Sensing, co-chair of ISPRS working group II/5 Dynamic Scene Analysis, and recipient of the ISPRS President's Honorary Citation (2016) and Best Science Paper Award at BMVC 2016. Since 2016, he is a Senior Member of IEEE. He is regularly serving as program committee member of conferences and reviewer for international journals.
Teaching
Activities in education
Main educational responsibilities are teaching topics on deep learning, scene understanding with UAVs, image processing, 3D modeling and photogrammetry.
Research interests
Activities in research
His research is in the fields of Computer Vision and Photogrammetry with specialization on Deep Learning, Graphical Models, Scene Understanding, and Multi-Sensor Fusion.
Current supervision (co-promoter) of PhD students in ITC:
Zhenchao Zhang (funded by CSC)
Yaping Lin (funded by CSC)
Ye Lv (funded by CSC)
Education/Academic qualification
PhD, University of Bonn
1 Aug 2008 → 16 Dec 2011
Award Date: 16 Dec 2011
Keywords
- QA75 Electronic computers. Computer science
- computer vision
- photogrammetry
- image processing
- Artificial intelligence
- machine learning
Artificial Intelligence Expert
- Computer Vision
- Machine Learning: from Traditional Methods to Deep Neural Networks
- Edge AI and Sensors
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Network
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Towards an open digital twin of soil-plant system following Open Science
Zeng, Y., Alidoost, F., Schilperoort, B., Liu, Y., Grootes, M. W., Wang, Y., Song, Z., Yu, D., Tang, E., Han, Q., van der Tol, C., Zurita-Milla, R., Yang, M. Y., Girgin, S., Dzigan, Y. & Su, Z., 26 Feb 2023.Research output: Contribution to conference › Abstract › Academic
Open AccessFile6 Downloads (Pure) -
Disentangled lifespan face synthesis
He, S., Liao, W., Yang, M. Y., Song, Y., Rosenhahn, B. & Xiang, T., 28 Feb 2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 3857-3866 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)5 Downloads (Pure) -
Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle
Borsci, S., Lehtola, V. V., Nex, F. C., Yang, M. Y., Augustijn, P. W. M., Bagheriye, L., Brune, C., Kounadi, O., Li, J. J., Rebelo Moreira, J. L., van der Nagel, J. E. L., Veldkamp, B. P., Le, D. V., Wang, M., Wijnhoven, F., Wolterink, J. M. & Zurita-Milla, R., 22 Jan 2022, In: AI & society.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)48 Downloads (Pure) -
Flow-based GAN for 3D point cloud generation from a single image
Wei, Y., Vosselman, G. & Yang, M. Y., 8 Oct 2022, ArXiv.org, 13 p.Research output: Working paper › Preprint › Academic
Open AccessFile16 Downloads (Pure) -
Flow-based GAN for 3D Point Cloud Generation from a Single Image
Wei, Y., Vosselman, G. & Yang, M., Nov 2022, 33rd British Machine Vision Conference 2022: London, UK, November 21-24, 2022. BMVA PressResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Downloads (Pure)
Datasets
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UAVid Dataset
Yang, M. Y. (Creator), Yang, M. Y. (Rights Holder), Lyu, Y. (Research team member), Vosselman, G. (Research team member) & Xia, G. S. (Research team member), DANS , 19 May 2020
DOI: 10.17026/dans-x9f-w9sa, https://www.persistent-identifier.nl/urn:nbn:nl:ui:13-hz-g3xc
Dataset
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ITCVD Dataset
Yang, M. Y. (Creator), DANS , 21 Jan 2020
DOI: 10.17026/dans-xnc-h2fu, https://www.persistent-identifier.nl/urn:nbn:nl:ui:13-32-gbho
Dataset
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High resolution remote sensing imagery and derived agricultural field boundaries in Ethiopia.
Nelson, A. (Creator), Marshall, M. T. (Contributor), Crommelinck, S. (Contributor), Kohli - Poll Jonker, D. (Contributor), Perger, C. (Contributor), Yang, M. Y. (Contributor), Ghosh, A. (Contributor), Fritz, S. (Contributor) & de Bie, K. (Contributor), DANS , 5 Sep 2019
DOI: 10.17026/dans-x9y-dwkk, https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:153471
Dataset
Prizes
Activities
- 1 Editorial work
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Elsevier (Publisher)
Michael Yang (Editor), Bodo Rosenhahn (Editor) & Vittorio Murino (Editor)
2 Aug 2019Activity: Publication peer-review and editorial work › Editorial work