Boguslaw Obara

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 60

Top Topics

National Security

Optical Coherence Tomography

Top Venues

Publications

Rahimi Zahari, Julie Cox, Boguslaw Obara
Uncertainty-aware image classification on 3D CT lung. Comput. Biol. Medicine 172 (2024)
Zheming Zuo, Joseph Smith, Jonathan Stonehouse, Boguslaw Obara
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework. CoRR (2024)
Joseph Smith, Zheming Zuo, Jonathan Stonehouse, Boguslaw Obara
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification. CoRR (2024)
Joseph Smith, Zheming Zuo, Jonathan Stonehouse, Boguslaw Obara
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification. VISIGRAPP (2): VISAPP (2024)
Burak Kucukgoz, M. Mutlu Yapici, David H. Steel, Boguslaw Obara
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. ISPA (2023)
Pedro Cárdenas, Ioannis P. Ivrissimtzis, Boguslaw Obara, Ibad Kureshi, Georgios Theodoropoulos
Big data for human security: The case of COVID-19. J. Comput. Sci. 60 (2022)
Vivek Kumar Singh, Burak Kucukgoz, Declan C. Murphy, Xiaofan Xiong, David H. Steel, Boguslaw Obara
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 140 (2022)
Philip T. G. Jackson, Stephen Bonner, Ning Jia, Christopher J. Holder, Jon Stonehouse, Boguslaw Obara
Camera Bias in a Fine Grained Classification Task. IJCNN (2021)
Haifa F. Alhasson, Chris G. Willcocks, Shuaa S. Alharbi, Adetayo Kasim, Boguslaw Obara
The relationship between curvilinear structure enhancement and ridge detection methods. Vis. Comput. 37 (8) (2021)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Robust 3D U-Net Segmentation of Macular Holes. AICS (2021)
Agnieszka Stankiewicz, Tomasz Marciniak, Adam Dabrowski, Marcin Stopa, Elzbieta Marciniak, Boguslaw Obara
Segmentation of Preretinal Space in Optical Coherence Tomography Images Using Deep Neural Networks. Sensors 21 (22) (2021)
Pedro Cárdenas, Boguslaw Obara, Ioannis P. Ivrissimtzis, Ibad Kureshi, Georgios Theodoropoulos
Big Data for National Security in the Era of COVID-19. ICCS (1) (2021)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Robust 3D U-Net Segmentation of Macular Holes. CoRR (2021)
Cem Ekin Sunal, Chris G. Willcocks, Boguslaw Obara
Real Time Fencing Move Classification and Detection at Touch Time during a Fencing Match. ICPR (2020)
Christopher J. Holder, Stephen Ricketts, Boguslaw Obara
Convolutional networks for appearance-based recommendation and visualisation of mascara products. Mach. Vis. Appl. 31 (1-2) (2020)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures. CoRR (2020)
John Brennan, Stephen Bonner, Amir Atapour Abarghouei, Philip T. G. Jackson, Boguslaw Obara, Andrew Stephen McGough
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks. IEEE BigData (2020)
Pedro Cárdenas, Boguslaw Obara, Georgios Theodoropoulos, Ibad Kureshi
Unveiling Ideological Trends Through Data Analytics to Construe National Security Instabilities. IEEE BigData (2020)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures. BIBE (2020)
John Brennan, Stephen Bonner, Amir Atapour Abarghouei, Philip T. G. Jackson, Boguslaw Obara, Andrew Stephen McGough
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks. CoRR (2020)
Philip T. G. Jackson, Stephen Bonner, Ning Jia, Christopher J. Holder, Jon Stonehouse, Boguslaw Obara
Camera Bias in a Fine Grained Classification Task. CoRR (2020)
Stephen Bonner, Amir Atapour Abarghouei, Philip T. G. Jackson, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions. IEEE BigData (2019)
Stephen Bonner, Ibad Kureshi, John Brennan, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study. Data Sci. Eng. 4 (3) (2019)
Chris G. Willcocks, Philip T. G. Jackson, Carl J. Nelson, Amar Vijai Nasrulloh, Boguslaw Obara
Interactive GPU active contours for segmenting inhomogeneous objects. J. Real Time Image Process. 16 (6) (2019)
Philip T. G. Jackson, Amir Atapour Abarghouei, Stephen Bonner, Toby P. Breckon, Boguslaw Obara
Style Augmentation: Data Augmentation via Style Randomization. CVPR Workshops (2019)
Stephen Bonner, Amir Atapour Abarghouei, Philip T. G. Jackson, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions. CoRR (2019)
Philip T. G. Jackson, Yinhai Wang, Sinead Knight, Hongming Chen, Thierry Dorval, Martin Brown, Claus Bendtsen, Boguslaw Obara
Phenotypic Profiling of High Throughput Imaging Screens with Generic Deep Convolutional Features. CoRR (2019)
Shuaa S. Alharbi, Chris G. Willcocks, Philip T. G. Jackson, Haifa F. Alhasson, Boguslaw Obara
Sequential graph-based extraction of curvilinear structures. Signal Image Video Process. 13 (5) (2019)
Carl J. Nelson, Philip T. G. Jackson, Boguslaw Obara
Combining Mathematical Morphology and the Hilbert Transform for Fully Automatic Nuclei Detection in Fluorescence Microscopy. ISMM (2019)
Fady Medhat, Mahnaz Mohammadi, Sardar F. Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text. CoRR (2019)
Philip T. G. Jackson, Yinhai Wang, Sinead Knight, Hongming Chen, Thierry Dorval, Martin Brown, Claus Bendtsen, Boguslaw Obara
Phenotypic Profiling of High Throughput Imaging Screens with Generic Deep Convolutional Features. MVA (2019)
Ning Jia, Christopher J. Holder, Stephen Bonner, Boguslaw Obara
Coarse Annotation Refinement for Segmentation of Dot-Matrix Batchcodes. ICMLA (2019)
Pedro Cárdenas, Boguslaw Obara, Georgios Theodoropoulos, Ibad Kureshi
Analysing Social Media as a Hybrid Tool to Detect and Interpret likely Radical Behavioural Traits for National Security. IEEE BigData (2019)
Pedro Cárdenas, Georgios Theodoropoulos, Boguslaw Obara
Web Insights for National Security: Analysing Participative Online Activity to Interpret Crises. ICCI*CC (2019)
Haifa F. Alhasson, Shuaa S. Alharbi, Boguslaw Obara
2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor. CoRR (2019)
Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
The multiscale bowler-hat transform for blood vessel enhancement in retinal images. Pattern Recognit. 88 (2019)
Mahnaz Mohammadi, Sardar F. Jaf, Andrew Stephen McGough, Toby P. Breckon, Peter Matthews, Georgios Theodoropoulos, Boguslaw Obara
On the Use of Neural Text Generation for the Task of Optical Character Recognition. AICCSA (2019)
Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
Erratum to 'The multiscale bowler-hat transform for blood vessel enhancement in retinal images' [Pattern Recognition 88 (2019) 739-750]. Pattern Recognit. 91 (2019)
Pedro Cárdenas, Boguslaw Obara, Georgios Theodoropoulos, Ibad Kureshi
Defining an Alert Mechanism for Detecting likely threats to National Security. IEEE BigData (2018)
Shuaa S. Alharbi, Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images. CoRR (2018)
Haifa F. Alhasson, Shuaa S. Alharbi, Boguslaw Obara
2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor. ECCV Workshops (6) (2018)
Shuaa S. Alharbi, Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images. BIBM (2018)
Philip T. G. Jackson, Amir Atapour Abarghouei, Stephen Bonner, Toby P. Breckon, Boguslaw Obara
Style Augmentation: Data Augmentation via Style Randomization. CoRR (2018)
Fady Medhat, Mahnaz Mohammadi, Sardar F. Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text. IEEE BigData (2018)
Stephen Bonner, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning. CoRR (2018)
Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
The Multiscale Bowler-Hat Transform for Vessel Enhancement in 3D Biomedical Images. BMVC (2018)
Amar Vijai Nasrulloh, Chris G. Willcocks, Philip T. G. Jackson, Caspar Geenen, Maged Habib, David H. Steel, Boguslaw Obara
Multi-Scale Segmentation and Surface Fitting for Measuring 3-D Macular Holes. IEEE Trans. Medical Imaging 37 (2) (2018)
Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
The Multiscale Bowler-Hat Transform for Vessel Enhancement in 3D Biomedical Images. CoRR (2018)
Stephen Bonner, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning. IEEE BigData (2018)
Christopher J. Holder, Boguslaw Obara, Stephen Ricketts
Visual Siamese Clustering for Cosmetic Product Recommendation. ACCV Workshops (2018)
Pedro Cárdenas, Georgios Theodoropoulos, Boguslaw Obara, Ibad Kureshi
A Conceptual Framework for Social Movements Analytics for National Security. ICCS (1) (2018)
Stephen Bonner, Ibad Kureshi, John Brennan, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study. CoRR (2018)
Stephen Bonner, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara
Evaluating the quality of graph embeddings via topological feature reconstruction. IEEE BigData (2017)
Philip T. G. Jackson, Boguslaw Obara
Avoiding Over-Detection: Towards Combined Object Detection and Counting. ICAISC (1) (2017)
Chris G. Willcocks, Philip T. G. Jackson, Carl J. Nelson, Boguslaw Obara
Extracting 3D Parametric Curves from 2D Images of Helical Objects. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Cigdem Sazak, Boguslaw Obara
Contrast-independent curvilinear structure enhancement in 3D biomedical images. ISBI (2017)
Cigdem Sazak, Carl J. Nelson, Boguslaw Obara
The Multiscale Bowler-Hat Transform for Blood Vessel Enhancement in Retinal Images. CoRR (2017)
Haifa F. Alhasson, Boguslaw Obara
2D Adaptive Grid-Based Image Analysis Approach for Biological Networks. BIBE (2016)
Mark D. Fricker, Luke Heaton, Nick Jones, Toshiyuki Nakagaki, Dai Akita, Boguslaw Obara
Automated analysis of Physarum network structure and dynamics. BICT (2015)
Philip T. G. Jackson, Carl J. Nelson, Jens Schiefele, Boguslaw Obara
Runway detection in High Resolution remote sensing data. ISPA (2015)
Carl J. Nelson, Martin G. Dixon, Philippe Laissue, Boguslaw Obara
Speeding Up Active Mesh Segmentation by Local Termination of Nodes. MIUA (2014)
Boguslaw Obara, Mark A. J. Roberts, Judith P. Armitage, Vicente Grau
Bacterial cell identification in differential interference contrast microscopy images. BMC Bioinform. 14 (2013)
Boguslaw Obara, Mark D. Fricker, Vicente Grau
Contrast independent detection of branching points in network-like structures. Medical Imaging: Image Processing (2012)
Boguslaw Obara, Mark D. Fricker, Vicente Grau
Local phase approaches to extract biomedical networks. ISBI (2012)
Boguslaw Obara, Mark D. Fricker, David Gavaghan, Vicente Grau
Contrast-Independent Curvilinear Structure Detection in Biomedical Images. IEEE Trans. Image Process. 21 (5) (2012)
Boguslaw Obara, Mark D. Fricker, Vicente Grau
Coherence enhancing diffusion filtering based on the Phase Congruency Tensor. ISBI (2012)
Boguslaw Obara, Vicente Grau, Mark D. Fricker
A bioimage informatics approach to automatically extract complex fungal networks. Bioinform. 28 (18) (2012)
Kristian Kvilekval, Dmitry Fedorov, Boguslaw Obara, Ambuj K. Singh, B. S. Manjunath
Bisque: a platform for bioimage analysis and management. Bioinform. 26 (4) (2010)
Elisa Drelie Gelasca, Boguslaw Obara, Dmitri G. Fedorov, Kristian Kvilekval, B. S. Manjunath
A biosegmentation benchmark for evaluation of bioimage analysis methods. BMC Bioinform. 10 (2009)
Elisa Drelie Gelasca, Jiyun Byun, Boguslaw Obara, B. S. Manjunath
Evaluation and benchmark for biological image segmentation. ICIP (2008)
Boguslaw Obara
Identification of transcrystalline microcracks observed in microscope images of a dolomite structure using image analysis methods based on linear structuring element processing. Comput. Geosci. 33 (2) (2007)
Boguslaw Obara
An image processing algorithm for the reversed transformation of rotated microscope images. Comput. Geosci. 33 (7) (2007)