Projects per year
Personal profile
Research interests
Micheal Yang received the PhD degree (summa cum laude) from University of Bonn in 2011. From 06/2016 until 03/2024, he was Assistant Professor at University of Twente, heading a group working on scene understanding. Since 03/2024, he is Professor of Visual Computing at University of Bath.
His research is in the fields of Visual Computing and Computer Vision with specialization on Scene Understanding, Multimodal Learning, Deep Generative Models. He published over 100 papers in international journals and conference proceedings. He serves as Editorial Board Member of International Journal of Computer Vision, and recipient of the Best Science Paper Award at BMVC 2016 and The Willem Schermerhorn Award (2021). He co-organized 12 workshops with CVPR/ICCV/ECCV, and is guest editor of 4 journal special issues. He is regularly serving as program committee member of conferences and reviewer for international journals.
Prospective PhD students are welcome to contact him for general Computer Vision research projects, in particular on the topics of
- 3D scene synthesis
- Scene graph generation
- Multimodal learning
Our lab recruits one or two PhD students each fall. Prospective PhD students should apply to the Bath PhD Program in Computer Science.
Please visit his personal homepage for up to date information:
https://sites.google.com/site/michaelyingyang
Collaborators & Industrial Partners
Over the last years we have been collaborating with various scientific partners – such as Leibniz University Hannover, University of Twente, Zhejiang University, IIT Geova, Wuhan University, and more.
We have also been collaborating with various industrial research labs - such as Microsoft Research Asia, Amazon Research, NEC Lab America, and Niantic.
Teaching interests
Main educational responsibilities are teaching topics on computer vision, deep learning, scene understanding, visual computing, AI.
Main Master thesis project topics:
3D scene synthesis
Visual question answering
Scene graph generation
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Habilitation (venia legendi), Leibniz Universität Hannover
May 2014 → Jun 2016
Award Date: 16 Jun 2016
Doctor of Engineering, Rheinische Friedrich-Wilhelms-Universität Bonn
Aug 2008 → Dec 2011
Award Date: 16 Dec 2011
Assistant Professor, University of Twente
Jun 2016 → Mar 2024
Postdoc, Technische Universität Dresden
Mar 2015 → May 2016
Postdoc, Leibniz Universität Hannover
May 2012 → Feb 2015
Keywords
- QA75 Electronic computers. Computer science
- Computer Vision
- Artificial Intelligence
- Machine Learning
- Deep Learning
- Scene Understanding
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Collaborations and top research areas from the last five years
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XTREME: Mixed Reality Environment for Immersive Experience of Art and Culture
Yang, M. (PI)
1/01/24 → 31/12/26
Project: EU Commission
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VeVuSafety : Artificial Intelligence for Traffic Safety between Vehicles and Vulnerable Road Users
Yang, M. (PI)
1/10/22 → 30/09/24
Project: EU Commission
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COVMAP: Comprehensive Conjoint GPS and Video Data Analysis for Smart Maps
Yang, M. (PI)
1/06/17 → 31/05/23
Project: Research-related funding
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Robust Shape Fitting for 3D Scene Abstraction
Kluger, F., Brachmann, E., Yang, M. Y. & Rosenhahn, B., 19 Mar 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 9, p. 6306-6325 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (SciVal)143 Downloads (Pure) -
Guest Editorial: Special Issue on Multimodal Learning
Yang, M. Y., Rota, P., Mancini, M., Morerio, P., Rosenhahn, B. & Murino, V., 29 Nov 2024, (E-pub ahead of print) In: International Journal of Computer Vision. 3 p.Research output: Contribution to journal › Editorial › peer-review
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HRVQA: A Visual Question Answering benchmark for high-resolution aerial images
Li, K., Vosselman, G. & Yang, M., 31 Aug 2024, In: ISPRS Journal of Photogrammetry and Remote Sensing. 214, p. 65-81 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Transformer-based multimodal change detection with multitask consistency constraints
Liu, B., Chen, H., Li, K. & Yang, M., 31 Aug 2024, In: Information Fusion. 108, 102358.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (SciVal) -
UseGeo - A UAV-based multi-sensor dataset for geospatial research
Nex, F., Stathopoulou, E. K., Remondino, F., Yang, M. Y., Madhuanand, L., Yogender, Y., Alsadik, B., Weinmann, M., Jutzi, B. & Qin, R., 31 Aug 2024, In: ISPRS Open Journal of Photogrammetry and Remote Sensing. 13, 12 p., 100070.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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Best Science Paper Award at BMVC 2016
Yang, M. (Recipient), 2016
Prize: Prize (including medals and awards)
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ECCV 2024 Outstanding Reviewer
Yang, M. (Recipient), Oct 2024
Prize: Prize (including medals and awards)
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Best Paper Award at ICCV 2023 ROAD++Workshop
Yang, M. (Recipient), Oct 2023
Prize: Prize (including medals and awards)
Activities
- 2 Editorial activity
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International Journal of Computer Vision (Journal)
Yang, M. (Editorial board member)
Mar 2024 → …Activity: Publication peer-review and editorial roles › Editorial activity
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ISPRS Journal of Photogrammetry and Remote Sensing (Journal)
Yang, M. (Associate editor)
Jan 2020 → Dec 2024Activity: Publication peer-review and editorial roles › Editorial activity