Boguslaw Obara

Orcid: 0000-0003-4084-7778

According to our database1, Boguslaw Obara authored at least 55 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Evaluation of 2D and 3D Deep Learning Approaches For Predicting Visual Acuity Following Surgery for Idiopathic Full-Thickness Macular Holes In Spectral Domain Optical Coherence Tomography Images.
Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

2022
Big data for human security: The case of COVID-19.
J. Comput. Sci., 2022

Benchmarking automated detection of the retinal external limiting membrane in a 3D spectral domain optical coherence tomography image dataset of full thickness macular holes.
Comput. Biol. Medicine, 2022

2021
The relationship between curvilinear structure enhancement and ridge detection methods.
Vis. Comput., 2021

Segmentation of Preretinal Space in Optical Coherence Tomography Images Using Deep Neural Networks.
Sensors, 2021

Camera Bias in a Fine Grained Classification Task.
Proceedings of the International Joint Conference on Neural Networks, 2021

Big Data for National Security in the Era of COVID-19.
Proceedings of the Computational Science - ICCS 2021, 2021

Robust 3D U-Net Segmentation of Macular Holes.
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020
Convolutional networks for appearance-based recommendation and visualisation of mascara products.
Mach. Vis. Appl., 2020

Real Time Fencing Move Classification and Detection at Touch Time during a Fencing Match.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Unveiling Ideological Trends Through Data Analytics to Construe National Security Instabilities.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Sequential graph-based extraction of curvilinear structures.
Signal Image Video Process., 2019

Erratum to 'The multiscale bowler-hat transform for blood vessel enhancement in retinal images' [Pattern Recognition 88 (2019) 739-750].
Pattern Recognit., 2019

The multiscale bowler-hat transform for blood vessel enhancement in retinal images.
Pattern Recognit., 2019

Interactive GPU active contours for segmenting inhomogeneous objects.
J. Real Time Image Process., 2019

Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study.
Data Sci. Eng., 2019

Phenotypic Profiling of High Throughput Imaging Screens with Generic Deep Convolutional Features.
Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Combining Mathematical Morphology and the Hilbert Transform for Fully Automatic Nuclei Detection in Fluorescence Microscopy.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Coarse Annotation Refinement for Segmentation of Dot-Matrix Batchcodes.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Style Augmentation: Data Augmentation via Style Randomization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Analysing Social Media as a Hybrid Tool to Detect and Interpret likely Radical Behavioural Traits for National Security.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

On the Use of Neural Text Generation for the Task of Optical Character Recognition.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Web Insights for National Security: Analysing Participative Online Activity to Interpret Crises.
Proceedings of the 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2019

2018
Multi-Scale Segmentation and Surface Fitting for Measuring 3-D Macular Holes.
IEEE Trans. Medical Imaging, 2018

A Conceptual Framework for Social Movements Analytics for National Security.
Proceedings of the Computational Science - ICCS 2018, 2018

2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

The Multiscale Bowler-Hat Transform for Vessel Enhancement in 3D Biomedical Images.
Proceedings of the British Machine Vision Conference 2018, 2018

TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Defining an Alert Mechanism for Detecting likely threats to National Security.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Visual Siamese Clustering for Cosmetic Product Recommendation.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017
Extracting 3D Parametric Curves from 2D Images of Helical Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Contrast-independent curvilinear structure enhancement in 3D biomedical images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Avoiding Over-Detection: Towards Combined Object Detection and Counting.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Evaluating the quality of graph embeddings via topological feature reconstruction.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
2D Adaptive Grid-Based Image Analysis Approach for Biological Networks.
Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016

2015
Runway detection in High Resolution remote sensing data.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Automated analysis of Physarum network structure and dynamics.
Proceedings of the BICT 2015, 2015

2014
Speeding Up Active Mesh Segmentation by Local Termination of Nodes.
Proceedings of the Medical Image Understanding and Analysis, 2014

2013
Bacterial cell identification in differential interference contrast microscopy images.
BMC Bioinform., 2013

2012
Contrast-Independent Curvilinear Structure Detection in Biomedical Images.
IEEE Trans. Image Process., 2012

A bioimage informatics approach to automatically extract complex fungal networks.
Bioinform., 2012

Contrast independent detection of branching points in network-like structures.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Local phase approaches to extract biomedical networks.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Coherence enhancing diffusion filtering based on the Phase Congruency Tensor.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2010
Bisque: a platform for bioimage analysis and management.
Bioinform., 2010

2009
A biosegmentation benchmark for evaluation of bioimage analysis methods.
BMC Bioinform., 2009

2008
Evaluation and benchmark for biological image segmentation.
Proceedings of the International Conference on Image Processing, 2008

2007
An image processing algorithm for the reversed transformation of rotated microscope images.
Comput. Geosci., 2007

Identification of transcrystalline microcracks observed in microscope images of a dolomite structure using image analysis methods based on linear structuring element processing.
Comput. Geosci., 2007


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