Aleksei Tiulpin

Visiting Professor
Visiting Professor
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Sähköposti
[email protected]

Tutkimusryhmät

  • Sensor Informatics and Medical Technology, Visitor (Visiting Professor)
  • Professorship Kaski Samuel, Visitor (Visiting Professor)
  • Probabilistic Machine Learning, Visitor (Visiting Professor)

Julkaisut

Targeted Active Learning for Bayesian Decision-Making

Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski 2022

Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography

S. J.O. Rytky, Aleksei Tiulpin, T. Frondelius, M. A.J. Finnilä, S. S. Karhula, Janina Leino, K. P.H. Pritzker, M. Valkealahti, P. Lehenkari, Antti Joukainen, H. Kröger, H. J. Nieminen, S. Saarakkala 2020

Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio

Roman Solovyev, Iaroslav Melekhov, Timo Lesonen, Elias Vaattovaara, Osmo Tervonen, Aleksei Tiulpin 2020 Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings

Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography

Aleksei Tiulpin, Mikko Finnilä, Petri Lehenkari, Heikki J. Nieminen, Simo Saarakkala 2020 Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings

DGC-Net

Iaroslav Melekhov, Aleksei Tiulpin, Torsten Sattler, Marc Pollefeys, Esa Rahtu, Juho Kannala 2019 Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019

Semi-automatic 3D osteoarthritis histopathological grading of human osteochondral tissue from contrast-enhanced micro-computed tomography

Seppo Rytky, T. Frondelius, A. Tiulpin, M. A. Finnila, M. Valkealahti, P. Lehenkari, H. J. Nieminen, S. Saarakkala 2019

KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks

Aleksei Tiulpin, Iaroslav Melekhov, Simo Saarakkala 2019 Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019