Ihor Smal

According to our database1, Ihor Smal authored at least 43 papers between 2006 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Automated image registration of cerebral digital subtraction angiography.
Int. J. Comput. Assist. Radiol. Surg., January, 2024

2023
CA-LIME: An Algorithm that Explains Classification Results of Cardiomyocyte Beating.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Accurate Estimation of Particle Dynamics Bypassing Substrate Drift Bias: Application to Cell Nucleus Motion.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Identification of Diffusive States in Tracking Applications Using Unsupervised Deep Learning Methods.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Detection Of Replication Forks In Em Images Using Faster R-Cnn.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Dynamic coronary roadmapping via catheter tip tracking in X-ray fluoroscopy with deep learning based Bayesian filtering.
Medical Image Anal., 2020

Deep-learning method for data association in particle tracking.
Bioinform., 2020

2019
Automated Neuron Detection in High-Content Fluorescence Microscopy Images Using Machine Learning.
Neuroinformatics, 2019

Facilitating Data Association In Particle Tracking Using Autoencoding And Score Matching.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Nerve Fiber Segmentation in Bright-Field Microscopy Images of Skin Biopsies Using Deep Learning.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Deep neural networks for data association in particle tracking.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Accurate estimation of intracellular dynamics and underlying spatial structures using hierarchical trajectory smoothing.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
A Hidden Markov Model for 3D Catheter Tip Tracking With 2D X-ray Catheterization Sequence and 3D Rotational Angiography.
IEEE Trans. Medical Imaging, 2017

Stochastic optimization with randomized smoothing for image registration.
Medical Image Anal., 2017

Gaussian processes for trajectory analysis in microtubule tracking applications.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Fuzzy-Logic Based Detection and Characterization of Junctions and Terminations in Fluorescence Microscopy Images of Neurons.
Neuroinformatics, 2016

Marker-Less Stage Drift Correction in Super-Resolution Microscopy Using the Single-Cluster PHD Filter.
IEEE J. Sel. Top. Signal Process., 2016

Automatic detection of neurons in high-content microscope images using machine learning approaches.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Poisson Point Processes for Solving Stochastic Inverse Problems in Fluorescence Microscopy.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Quantitative comparison of multiframe data association techniques for particle tracking in time-lapse fluorescence microscopy.
Medical Image Anal., 2015

3D Catheter Tip Tracking in 2D X-Ray Image Sequences Using a Hidden Markov Model and 3D Rotational Angiography.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015

Automated neuron morphology reconstruction using fuzzy-logic detection and Bayesian tracing algorithms.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Fuzzy logic based detection of neuron bifurcations in microscopy images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

An adaptive distributed resampling algorithm with non-proportional allocation.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Piecewise Constant Sequential Importance Sampling for Fast Particle Filtering.
CoRR, 2013

PPF - A Parallel Particle Filtering Library.
CoRR, 2013

2012
Reversible jump MCMC methods for fully automatic motion analysis in tagged MRI.
Medical Image Anal., 2012

2011
Trans-Dimensional MCMC Methods for Fully Automatic Motion Analysis in Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Quantitative comparison of tracking methods for motion analysis in tagged MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Automated lineage tree reconstruction from Caenorhabditis elegans image data using particle filtering based cell tracking.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Quantitative Comparison of Spot Detection Methods in Fluorescence Microscopy.
IEEE Trans. Medical Imaging, 2010

Microtubule Dynamics Analysis Using Kymographs and Variable-Rate Particle Filters.
IEEE Trans. Image Process., 2010

Particle filtering methods for motion analysis in tagged MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Quantitative Comparison of Spot Detection Methods in Live-Cell Fluorescence Microscopy Imaging.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Particle Filtering for Multiple Object Tracking in Dynamic Fluorescence Microscopy Images: Application to Microtubule Growth Analysis.
IEEE Trans. Medical Imaging, 2008

Multiple object tracking in molecular bioimaging by Rao-Blackwellized marginal particle filtering.
Medical Image Anal., 2008

A new detection scheme for multiple object tracking in fluorescence microscopy by joint probabilistic data association filtering.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Bayesian Tracking of Tubular Structures and Its Application to Carotid Arteries in CTA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Advanced Particle Filtering for Multiple Object Tracking in Dynamic Fluorescence Microscopy Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Rao-Blackwellized Marginal Particle Filtering for Multiple Object Tracking in Molecular Bioimaging.
Proceedings of the Information Processing in Medical Imaging, 2007

Bayesian Tracking of Elongated Structures in 3D Images.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Tracking in molecular bioimaging.
IEEE Signal Process. Mag., 2006

Bayesian tracking for fluorescence microscopic imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006


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