Jan Kybic

Orcid: 0000-0002-9363-4947

According to our database1, Jan Kybic authored at least 86 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Atherosclerotic Plaque Stability Prediction from Longitudinal Ultrasound Images.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

2023
Learning to Segment From Object Thickness Annotations.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Biomedical image analysis competitions: The state of current participation practice.
CoRR, 2022

Characterization of drug effects on cell cultures from phase-contrast microscopy images.
Comput. Biol. Medicine, 2022

Learning to segment cell nuclei in phase-contrast microscopy from fluorescence images for drug discovery.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Learning to Segment from Object Sizes.
Proceedings of the 22nd Conference Information Technologies, 2022

Fast Learning from Label Proportions with Small Bags.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Automatic evaluation of human oocyte developmental potential from microscopy images.
CoRR, 2021

Potential Biomarkers From Positive Definite 4th Order Tensors In Hardi.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge.
IEEE Trans. Medical Imaging, 2020

Multiple Instance Learning Via Deep Hierarchical Exploration for Histology Image Classification.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Generalized Multiple Instance Learning for Cancer Detection in Digital Histopathology.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2018
Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Detecting multiple myeloma via generalized multiple-instance learning.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Fast Registration by Boundary Sampling and Linear Programming.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Incremental B-spline deformation model for geometric graph matching.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Benchmarking of Image Registration Methods for Differently Stained Histological Slides.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Geometric Graph Matching Using Monte Carlo Tree Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Supervised and unsupervised segmentation using superpixels, model estimation, and graph cut.
J. Electronic Imaging, 2017

Region growing using superpixels with learned shape prior.
J. Electronic Imaging, 2017

Left ventricle Hermite-based segmentation.
Comput. Biol. Medicine, 2017

Detection and Localization of Drosophila Egg Chambers in Microscopy Images.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

2016
Fully automated classification of bone marrow infiltration in low-dose CT of patients with multiple myeloma based on probabilistic density model and supervised learning.
Comput. Biol. Medicine, 2016

Automated separation of merged Langerhans islets.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Comparison of volume estimation methods for pancreatic islet cells.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Characterization of hematologic malignancies based on discrete orthogonal moments.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Langerhans Islet Volume Estimation from 3D Optical Projection Tomography.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

Binary Pattern Dictionary Learning for Gene Expression Representation in Drosophila Imaginal Discs.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Non-Rigid Graph Registration Using Active Testing Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Classification of Tumor Epithelium and Stroma in Colorectal Cancer Based on Discrete Tchebichef Moments.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2015

Geometrical graph matching using Monte Carlo tree search.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Supertexton-based segmentation in early Drosophila oogenesis.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Automatic detection of bone marrow infiltration by multiple myeloma detection in low-dose CT.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fast registration of segmented images by normal sampling.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Organ-focused mutual information for nonrigid multimodal registration of liver CT and Gd-EOB-DTPA-enhanced MRI.
Medical Image Anal., 2014

Classification of microscopy images of Langerhans islets.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Registration of segmented histological images using thin plate splines and belief propagation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Neuromuscular fiber segmentation through particle filtering and discrete optimization.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Automatic simultaneous segmentation and fast registration of histological images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Path Descriptors for Geometric Graph Matching and Registration.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Reconstructing Evolving Tree Structures in Time Lapse Sequences.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Line filtering for surgical tool localization in 3D ultrasound images.
Comput. Biol. Medicine, 2013

Registration of multiple stained histological sections.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Active Testing Search for Point Cloud Matching.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Approximate all nearest neighbor search for high dimensional entropy estimation for image registration.
Signal Process., 2012

Robust elastic 2D/3D geometric graph matching.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A multi-frequency approach to increase the native resolution of ultrasound images.
Proceedings of the 20th European Signal Processing Conference, 2012

Robust non-rigid registration of 2D and 3D graphs.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Bootstrap optical flow confidence and uncertainty measure.
Comput. Vis. Image Underst., 2011

Automatic colposcopy video tissue classification using higher order entropy-based image registration.
Comput. Biol. Medicine, 2011

2010
Bootstrap Resampling for Image Registration Uncertainty Estimation Without Ground Truth.
IEEE Trans. Image Process., 2010

Model Fitting Using RANSAC for Surgical Tool Localization in 3-D Ultrasound Images.
IEEE Trans. Biomed. Eng., 2010

2009
Respiratory Motion Estimation from Cone-Beam Projections Using a Prior Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

The Lung TIME: annotated lung nodule dataset and nodule detection framework.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Discrete curvature calculation for fast level set segmentation.
Proceedings of the International Conference on Image Processing, 2009

2008
2-D Locally Regularized Tissue Strain Estimation From Radio-Frequency Ultrasound Images: Theoretical Developments and Results on Experimental Data.
IEEE Trans. Medical Imaging, 2008

Three-dimensional segmentation of bones from CT and MRI using fast level sets.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Multi-resolution parallel integral projection for fast localization of a straight electrode in 3D ultrasound images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Fast no ground truth image registration accuracy evaluation: Comparison of bootstrap and Hessian approaches.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Reducing false positive responses in lung nodule detector system by asymmetric adaboost.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Regional image similarity criteria based on the Kozachenko-Leonenko entropy estimator.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Geometric and information constraints for automatic landmark selection in colposcopy sequences.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Continuous criterion for parallel MRI reconstruction using B-spline approximation (PROBER).
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automatic landmark detection for cervical image registration validation.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

Automatic two-step detection of pulmonary nodules.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

High-Dimensional Entropy Estimation for Finite Accuracy Data: <i>R</i>-NN Entropy Estimator.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Incremental Updating of Nearest Neighbor-Based High-Dimensional Entropy Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Image Registration Accuracy Estimation Without Ground Truth Using Bootstrap.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

2005
Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation.
IEEE Trans. Medical Imaging, 2005

A common formalism for the Integral formulations of the forward EEG problem.
IEEE Trans. Medical Imaging, 2005

Computational Elastography from Standard Ultrasound Image Sequences by Global Trust Region Optimization.
Proceedings of the Information Processing in Medical Imaging, 2005

Quantitative analysis of microarray images.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
High-dimensional mutual information estimation for image registration.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Fast parametric elastic image registration.
IEEE Trans. Image Process., 2003

Symmetric BEM Formulation for the M/EEG Forward Problem.
Proceedings of the Information Processing in Medical Imaging, 2003

2002
Generalized sampling: a variational approach .II. Applications.
IEEE Trans. Signal Process., 2002

Generalized sampling: a variational approach .I. Theory.
IEEE Trans. Signal Process., 2002

Cardiac ultrasound motion detection by elastic registration exploiting temporal coherence.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

The fast multipole method for the direct E/MEG problem.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Variational approach to tomographic reconstruction.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000
Unwarping of Unidirectionally Distorted EPI Images.
IEEE Trans. Medical Imaging, 2000

Multidimensional Elastic Registration of Images Using Splines.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Compensation of Unidirectional Geometric Distortion in EPI Using Spline Warping.
Proceedings of the 1999 International Conference on Image Processing, 1999

1996
Extended spectral subtraction.
Proceedings of the 8th European Signal Processing Conference, 1996


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