Mikael Nilsson

Associate Professor, Centre for Mathematical Sciences

Joined

February 2020

Names

Mikael Nilsson (Preferred)

Emails

****@math.lth.se (Confirmed)

Personal Links

Homepage

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ORCID

Career & Education History

Associate Professor

Centre for Mathematical Sciences (lu.se)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisee

Abolfazl Chaman Motlagh

2025 – Present

PhD Advisee

Ivar Persson

2020 – Present

Coauthor

Håkan Ardö

2011 – Present

Expertise

machine learning

2002 – Present

computer vision

2002 – Present

object detection

2002 – Present

Publications

SPL-BEV: Soccer Player Localization and Birds-Eye-View Estimation
Ivar Persson, Håkan Ardö, Mikael Nilsson
- Crossref
- Readers: Everyone
PLRF-NMS: A Piecewise Linear Rational Function in Non-Maximum Suppression
Ivar Persson, Håkan Ardö, Mikael Nilsson
- Crossref
- Readers: Everyone
Spiideo SoccerNet SynLoc
Håkan Ardö, Mikael Nilsson, Anthony Cioppa, Floriane Magera, Silvio Giancola, Haochen Liu, Bernard Ghanem, Marc Van Droogenbroeck
- Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
- Readers: Everyone
Combined analysis of satellite and ground data for winter wheat yield forecasting
Camilla Broms, Mikael Nilsson, Andreas Oxenstierna, Alexandros Sopasakis, Karl Åström
- Smart Agricultural Technology
- Readers: Everyone
Pelvic U-Net
Michael Lempart, Martin P. Nilsson, Jonas Scherman, Christian Jamtheim Gustafsson, Mikael Nilsson, Sara Alkner, Jens Engleson, Gabriel Adrian, Per Munck af Rosenschöld, Lars E. Olsson
- Radiation Oncology
- Readers: Everyone
Monocular Estimation of Translation, Pose and 3D Shape on Detected Objects using a Convolutional Autoencoder
Ivar Persson, Martin Ahrnbom, Mikael Nilsson
- Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications: VISAPP
- Readers: Everyone
A deeply supervised convolutional neural network ensemble for multilabel segmentation of pelvic OARs
Michael Lempart, Martin Nilsson, Jonas Scherman, Mikael Nilsson, Christian Jamtheim Gustafsson, Per Munck Af Rosenschöld, Lars E Olsson
- Radiotherapy and Oncology
- Readers: Everyone
Volumetric modulated arc therapy dose prediction and deliverable treatment plan generation for prostate cancer patients using a densely connected deep learning model
Michael Lempart, Hunor Benedek, Mikael Nilsson, Niklas Eliasson, Sven Bäck, Per Munck af Rosenschöld, Lars E. Olsson, Christian Jamtheim Gustafsson
- Physics and imaging in radiation oncology
- Readers: Everyone
Real-Time and Online Segmentation Multi-Target Tracking with Track Revival Re-Identification
Martin Ahrnbom, Mikael Nilsson, Håkan Ardö
- Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
- Readers: Everyone
Calibration and Absolute Pose Estimation of Trinocular Linear Camera Array for Smart City Applications
Martin Ahrnbom, Mikael Nilsson, Håkan Ardö, Kalle Åström, Oksana Yastremska-Kravchenko, Aliaksei Laureshyn
- 2020 25th International Conference on Pattern Recognition (ICPR)
- Readers: Everyone

View all 26 publications

Co-Authors

View all 51 co-authors