This page lists my collaborators and students I am supervising or I have supervised in the past.
Postdocs (current)
PhD students (current)
Researchers
Postdocs (former)
- Thomas Dietenbeck
Reseach project: "Microscopy image analysis"
Thomas obtained his PhD from CREATIS, INSA Lyon, France. He worked on neuronal fiber tracking.
Publications. - Miroslav Hekrdla
Miroslav comes from the radar industry. He worked on the analysis of the carotid images.
Publications. - Jan Hering
Reseach project: "Detection of myeloma from low-dose CT images"
Jan has obtained his PhD from the University of Heidelberg. He was working on multiple myeloma detection by multiple instance learning.
Publications. - Sumit Kaushik
Sumit has obtained his PhD from the Masaryk University in Brno.
Publications. - Francisco Martínez
Reseach project: "Detection of myeloma from low-dose CT images"
Publications. - Rodrigo Uriel Nava
Reseach project: "Automatic analysis of spatial gene expression patterns for Drosophila"
Publications. - François Varray
Reseach project: "Microscopy image analysis"
Thomas obtained his PhD from CREATIS, INSA Lyon, France. He worked on neuronal fiber tracking.
Publications. - Jan Švihlík
Reseach project: "Analysis of microscopy images of Langerhans islets"
Jan works on analyzing microscopic images of Langerhans islets.
Publications.
PhD students (former)
- Martin Dolejší
Reseach project: "Registration of histology slices"
Martin worked on nodule detection from CT.
Publications. - Muhamad Khodadadi Azadboni
Reseach project: "Microscopy image analysis"
Muhamad will mainly work on classification from microscopy images. - Guorong Yu
Reseach project: "Geometric graph matching"
Guorong was a long-term visiting PhD student from Wuhan University.
Publications. - Jiří Borovec (graduated 2018)
Reseach project: "Registration of histology slices"
Publications. - Miguel Amável Pinheiro (graduated 2017)
Reseach project: "Geometric graph matching"
Miguel is supported by a Portuguese government grant. He focuses on the problem of registering tree-like structures.
Publications. - Juan David García-Arteaga (graduated 2013)
Reseach projects: "Elastic image registration", "Automatic malaria diagnosis from microscopy images"
Juan David is now a post-doc in Colombia.
Publications. - Marián Uherčík (graduated 2011)
Reseach project: "Tool detection in 3D ultrasound"
Co-supervised with Christian Cachard and Hervé Liebgott.
Publications. - Jef Vandemeulebroucke (graduated 2010)
Reseach project: "Respiratory motion estimation"
Currently at Brussels University. Co-supervised with Patrick Clarysse and David Sarrut.
Publications. - Martin Barva (graduated 2007)
Currently working for Deutsche Börse Group in Frankfurt am Main, Germany
Publications. - Jan Petr (graduated 2007)
Reseach project: "Parallel MRI reconstruction"
Currently a post-doc in Helmholtz center, Dresden. Formerly a post-doc with the VISAGE team at INRIA, Rennes, France.
Publications. - Jakub Krátký
Reseach project: "3D medical image segmentation"
Jakub is now working for one of the Prague hospitals.
Publications.
Researchers (former)
- Martin Dolejší
Reseach projects: "Detection of lung nodules from CT", "Registration of histology slices"
Martin was working as a scientific programmer.
Publications.
Master students (MSc/Ing/Mgr)
- Martin Kostelanský "Localization and segmentation of in-vivo ultrasound carotid artery images" (graduated 2021)
Publications. - Jan Kúdelka "Classification of tumor type from histopathological images" (graduated 2021)
Publications. - Hana Mertanová "Cell segmentation in microscopy using a reference modality" (graduated 2021)
Publications. - Jakub Maly "Automatic event recognition for Higgs boson detection" (graduated 2020)
Publications. - Petr Kočiš "Vessel detection and red blood cells velocity estimation algorithm for microcirculation analysis" (graduated 2019)
- Hanna Hlushak "Accuracy evaluation of Langerhans islet volume estimation from microscopic" (graduated 2016)
Publications. - Iva Latnerova "Reduction of False Positives in Lung Nodule Detection Algorithm" (graduated 2014)
Reseach project: "Detection of lung nodules from CT"
Iva has worked on improving the quality of lung nodules detection. - Martin Hrubý "Detection of changes in 3D MRI data using image registration" (graduated 2009)
Reseach project: "Elastic image registration"
Publications. - Marián Pauco "Cryogel phantoms for ultrasound elastography" (graduated 2009)
Reseach project: "Ultrasound elastography"
Publications. - Ivo Čermák "The class of oil purity II" (graduated 2009)
Reseach project: "Detection of impurities in oil in microscopy images"
Supervised by Martin Novotný, I was a consultant.
Publications. - Vít Špringl "Automatic Malaria Diagnosis through Microscopy Imaging" (graduated 2009)
Reseach project: "Automatic malaria diagnosis from microscopy images"
Publications. - Helena Jansová "Reconstruction of 3D surface from colonoscopic video" (graduated 2008)
Reseach project: "Colonoscopy image analysis"
Publications. - Tomáš Kazmar "Opacity Quantification in Cardiac Angiogram Sequence" (graduated 2008)
Reseach project: "Opacity quantification in cardiac angiogram sequence"
from the Faculty of Mathematics and Physics, Charles University (MFF UK).
Publications. - Jiří Mazanec "Viewer and Segmentation Tool for 3D MRI data" (graduated 2008)
Reseach project: "3D medical image segmentation"
Publications. - Martin Dolejší "Lung nodule detection" (graduated 2007)
Reseach project: "Detection of lung nodules from CT"
Martin is continuing towards a PhD (see above) - Marek Jasanský "Parallelization of The EEG Forward Problem by The Boundary Element Method" (graduated 2007)
Reseach project: "MEG/EEG reconstruction"
Publications. - Jiří Svoboda "Entropy estimation methods comparison for image registration" (graduated 2007)
Reseach project: "High dimensional mutual information estimation"
Publications. - Sudershan Sundararajan "Colour Image Registration" (graduated 2005)
Reseach project: "High dimensional mutual information estimation"
Publications.
Bachelor students (BSc/Bc)
- Radka Olyšarová "Automatic estimation of hdEEG electrode positions" (2021)
Publications. - Branislav Doubek "Implementation of Multiple Instance Learning using Markov Networks." (2020)
Publications. - Pavlína Koutecká "Automatic Detection of Metastases in Whole-Slide Lymph Node Images Using Deep Neural Networks" (2020)
Publications. - David Kunz "Robust and Fast Local All Pass Image Registration" (2020)
David Kunz worked on implementing the sparse local all pass registration algorithm.
Publications. - Vojtěch Poříz "Diabetic Retinopathy Detection Using Neural Networks" (2020)
Publications. - Maria Dobko "Lung nodule and cancer detection in computed tomography scans using deep learning." (2019)
Publications. - Bohdan Petryshak "Segmentation using CNN and shape priors" (2019)
Publications. - Jiří Kaňka "Automatic evaluation of gel electrophoresis images" (2008)
Reseach project: "Analysis of images from gel electrophoresis" - Barbora Vrbová "Analysis of images from gel electrophoresis" (2008)
Reseach project: "Analysis of images from gel electrophoresis"
Short-term project students
(Mostly one semester projects.)
- Ana Manzano (2021)
Ana is a visiting student from UPC, working on predicting changes in carotid artery ultrasoud images.
Publications. - Vatsal Goel (2019)
Summer internship student, worked on recurrent visual attention models for histopathology images.
Publications. - Jeremy Bonnin (2017)
Jeremy is a visiting master student from ENSTA Brest, France, working on microscopy image classification. - Carlos Sanchez (2017)
Carlos is a visiting PhD student from Madrid, working on combining multiple microscopy images. - Atin Mathur "Segmentation and registration." (2013)
Reseach project: "Registration of histology slices"
Internship. - Jatin Mehta "Segmentation of bone-cartilage-soft tissue interfaces from ultrasound." (2013)
Reseach project: "Analysis of ultrasound images of the knee"
Internship. - Ardhendu Shekhar Tripathi "Segmentation and registration." (2013)
Reseach project: "Registration of histology slices"
Internship. - Sova Jan "Acquisition of ultrasound RF signals." (2009)
- Mirza Pasovič "Ultrasound propagation. Segmentation using message passing." (2009)
PhD visitor. - Martinez Francisco "Image Segmentation in 3D with Graph Cuts." (2007)
ERASMUS exchange. - Hora Ivo "DICOM medical image viewer." (2007)
- Gažák Petr "Automated visual classication of malaria infected cells." (2007)
Co-supervised with Juan David García. - Špringl Vít "Automated malaria diagnosis through microscopy imaging." (2007)
Co-supervised with Juan David García. - Ignacio Arganda-Carreras "Bidirectional elastic registration." (2006)
PhD visitor.
Publications. - Martin Hrubý "MRI data preprocessing for registration." (2006)
- Mazanec Jiří "3D viewer for MRI data." (2006)
- Jasanský Martin "Proposal for parallelization of the BEM method." (2006)
Reseach project: "MEG/EEG reconstruction" - Jan Hrdlička "3D visualization and shape analysis of nerve fibres" (2005)
- Jiří Svoboda "Detection of nerves and blood vessels from ultrasound sequences" (2005)
Collaborators (former)
- Michal Bušta was a programmer working on a microscopy image registration project.
- Jana Podlipská was a PhD student from Oulu, Finland, that I was collaborating with.
- Archibald Pontier was a PhD student supervised by my colleague Boris Flach.