Stefan Baar

Postdoctoral Researcher
Muroran Institute of Technology
sbaar (at) muroran-it.ac.jp

Last Night

About Me

Postdoctoral Researcher at Muroran Institute of Technology in Japan.

Research Interests

Computer Vision: Image Registration, Segmentation, Photogrammetry, Drones, etc.
Machine Learning: CNNs, Auto-Encoders, etc.
Physics/Astro: Cosmology, Radio, Visual, Imaging
Biology/Microscopy: Cell Activity, Neuronal Cells, Nervous

News

[Aug. 2024] Paper about Drone-based image reconstruction was accepted to GCCE 2024.
[Aug. 2024] Paper about Fruit size estimation via image reconstruction was accepted to SCIS 2024.

Conferences

IEEE GCCE 2024

Combining Close Range UAVs and Gaussian Splatting for High-Speed Tomato Leaf Size Estimation and Counting

Stefan Baar, Yosuke Kobayashi, and Shinya Watanabe

2024 IEEE 13th Global Conference on Consumer Electronics (GCCE 2024) <-- links coming soon

Accepted

SCIS & ISIS 2024

Tomato Fruit Evolution and Maturity estimation from RGB Time-lapse Observation via Modern Structure from Motion and Instance Segmentation

Stefan Baar, Yosuke Kobayashi, and Shinya Watanabe

Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems <-- links coming soon

Accepted

Publications

MDPI

Fiduciary-Free Frame Alignment for Robust Time-Lapse Drift Correction Estimation in Multi-Sample Cell Microscopy

Baar, Stefan, Kuragano M., Nishishita N., Tokuraku K. and Watanabe, S.

Journal of Imaging - MDPI

PDF Code BibTex Accepted

Nature

Towards a comprehensive approach for characterizing cell activity in bright-field microscopic images

Baar, Stefan, Kuragano M., Tokuraku K. and Watanabe, S.

Scientific Reports - Nature

PDF Code BibTex Accepted