PROF. Ralf Mikut

Karlsruhe Institute of Technology (KIT)
Institute for Automation and Applied Informatics (IAI)
Hermann-von-Helmholtz-Platz 1
76344 Eggenstein-Leopoldshafen
GERMANY

Analysis of images (2D/3D/3D+t) with a main focus on life science applications, deep learning, feature extraction and data analytics of image objects



Publications

A graph-based cell tracking algorithm with few manually tunable parameters and automated segmentation error correction

Löffler K, Scherr T, Mikut R - Public Library of Science (PLoS) - 2021


Cell segmentation and tracking using CNN-based distance predictions and a graph-based matching strategy

Scherr T, Löffler K, Böhland M, Mikut R - Public Library of Science (PLoS) - 2020


An objective comparison of cell-tracking algorithms

Ulman V, Maška M, Magnusson K, Ronneberger O, Haubold C, Harder N, Matula P, Matula P, Svoboda D, Radojevic M, Smal I, Rohr K, Jaldén J, Blau H, Dzyubachyk O, Lelieveldt B, Xiao P, Li Y, Cho S, Dufour A, Olivo-Marin J, Reyes-Aldasoro C, Solis-Lemus J, Bensch R, Brox T, Stegmaier J, Mikut R, Wolf S, Hamprecht F, Esteves T, Quelhas P, Demirel Ö, Malmström L, Jug F, Tomancak P, Meijering E, Muñoz-Barrutia A, Kozubek M, Ortiz-de-Solorzano C - Springer Science and Business Media LLC - 2017


Real-Time Three-Dimensional Cell Segmentation in Large-Scale Microscopy Data of Developing Embryos

Stegmaier J, Amat F, Lemon W, McDole K, Wan Y, Teodoro G, Mikut R, Keller P - Elsevier BV - 2016


Fast Segmentation of Stained Nuclei in Terabyte-Scale, Time Resolved 3D Microscopy Image Stacks

Stegmaier J, Otte J, Kobitski A, Bartschat A, Garcia A, Nienhaus G, Strähle U, Mikut R - Public Library of Science (PLoS) - 2014



Send mail to Ralf Mikut (ralf.mikut@kit.edu)

Helmholtz Imaging spinning wheel

Please wait, your data is processed