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2020 – today
- 2025
[j23]Burak Kucukgoz
, Ke Zou, Declan C. Murphy, David H. Steel, Boguslaw Obara, Huazhu Fu:
Uncertainty-aware regression model to predict post-operative visual acuity in patients with macular holes. Comput. Medical Imaging Graph. 119: 102461 (2025)- 2024
- [j22]Burak Kucukgoz, Muhammed Mutlu Yapici, Declan C. Murphy, Emma Spowart, David H. Steel, Boguslaw Obara:
Deep Learning Using Preoperative Optical Coherence Tomography Images to Predict Visual Acuity Following Surgery for Idiopathic Full-Thickness Macular Holes. IEEE Access 12: 32911-32926 (2024) - [j21]Rahimi Zahari, Julie Cox, Boguslaw Obara:
Uncertainty-aware image classification on 3D CT lung. Comput. Biol. Medicine 172: 108324 (2024) - [j20]Rahimi Zahari, Julie Cox, Boguslaw Obara:
Mitigating Diagnostic Errors in Lung Cancer Classification: A Multi-Eyes Principle to Uncertainty Quantification. IEEE J. Biomed. Health Informatics 28(11): 6828-6839 (2024) - [c37]Zheming Zuo, Joseph Smith, Jonathan Stonehouse, Boguslaw Obara:
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework. CVPR Workshops 2024: 183-193 - [c36]Joseph Smith, Zheming Zuo, Jonathan Stonehouse, Boguslaw Obara:
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification. VISIGRAPP (2): VISAPP 2024: 448-457 - [i17]Joseph Smith, Zheming Zuo, Jonathan Stonehouse, Boguslaw Obara:
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification. CoRR abs/2405.05742 (2024) - [i16]Zheming Zuo, Joseph Smith, Jonathan Stonehouse, Boguslaw Obara:
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework. CoRR abs/2405.05853 (2024) - [i15]Zheming Zuo, Joseph Smith, Jonathan Stonehouse, Boguslaw Obara:
An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation. CoRR abs/2409.09530 (2024) - 2023
- [c35]Burak Kucukgoz, Muhammed 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: 1-6 - 2022
- [j19]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: 105070 (2022) - [j18]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: 101574 (2022) - 2021
- [j17]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): 7521 (2021) - [j16]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): 2263-2283 (2021) - [c34]Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara:
Robust 3D U-Net Segmentation of Macular Holes. AICS 2021: 36-47 - [c33]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: 68-82 - [c32]Philip T. G. Jackson, Stephen Bonner, Ning Jia, Christopher J. Holder, Jonathan Stonehouse, Boguslaw Obara:
Camera Bias in a Fine Grained Classification Task. IJCNN 2021: 1-8 - [i14]Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara:
Robust 3D U-Net Segmentation of Macular Holes. CoRR abs/2103.01299 (2021) - 2020
- [j15]Christopher J. Holder, Stephen Ricketts, Boguslaw Obara:
Convolutional networks for appearance-based recommendation and visualisation of mascara products. Mach. Vis. Appl. 31(1-2): 5 (2020) - [c31]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: 582-587 - [c30]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: 2725-2734 - [c29]Pedro Cárdenas, Boguslaw Obara, Georgios Theodoropoulos, Ibad Kureshi:
Unveiling Ideological Trends Through Data Analytics to Construe National Security Instabilities. IEEE BigData 2020: 4308-4317 - [c28]Cem Ekin Sunal, Chris G. Willcocks, Boguslaw Obara:
Real Time Fencing Move Classification and Detection at Touch Time during a Fencing Match. ICPR 2020: 5760-5766 - [i13]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 abs/2005.04697 (2020) - [i12]Philip T. G. Jackson, Stephen Bonner, Ning Jia, Christopher J. Holder, Jonathan Stonehouse, Boguslaw Obara:
Camera Bias in a Fine Grained Classification Task. CoRR abs/2007.08574 (2020) - [i11]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 abs/2010.12635 (2020)
2010 – 2019
- 2019
- [j14]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): 269-289 (2019) - [j13]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): 2305-2318 (2019) - [j12]Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
The multiscale bowler-hat transform for blood vessel enhancement in retinal images. Pattern Recognit. 88: 739-750 (2019) - [j11]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: 404 (2019) - [j10]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): 941-949 (2019) - [c27]Pedro Cárdenas, Georgios Theodoropoulos, Boguslaw Obara:
Web Insights for National Security: Analysing Participative Online Activity to Interpret Crises. ICCI*CC 2019: 235-243 - [c26]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: 1-8 - [c25]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: 4579-4588 - [c24]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: 5336-5345 - [c23]Philip T. G. Jackson, Amir Atapour Abarghouei, Stephen Bonner, Toby P. Breckon, Boguslaw Obara:
Style Augmentation: Data Augmentation via Style Randomization. CVPR Workshops 2019: 83-92 - [c22]Ning Jia, Christopher J. Holder, Stephen Bonner, Boguslaw Obara:
Coarse Annotation Refinement for Segmentation of Dot-Matrix Batchcodes. ICMLA 2019: 2001-2007 - [c21]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: 532-543 - [c20]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: 1-4 - [i10]Haifa F. Alhasson, Shuaa S. Alharbi, Boguslaw Obara:
2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor. CoRR abs/1902.00550 (2019) - [i9]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 abs/1903.06516 (2019) - [i8]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 abs/1904.12387 (2019) - [i7]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 abs/1908.08402 (2019) - 2018
- [j9]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): 580-589 (2018) - [c19]Christopher J. Holder, Boguslaw Obara, Stephen Ricketts:
Visual Siamese Clustering for Cosmetic Product Recommendation. ACCV Workshops 2018: 510-522 - [c18]Shuaa S. Alharbi, Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images. BIBM 2018: 814-822 - [c17]Pedro Cárdenas, Boguslaw Obara, Georgios Theodoropoulos, Ibad Kureshi:
Defining an Alert Mechanism for Detecting likely threats to National Security. IEEE BigData 2018: 1575-1580 - [c16]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: 2986-2994 - [c15]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: 3737-3746 - [c14]Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
The Multiscale Bowler-Hat Transform for Vessel Enhancement in 3D Biomedical Images. BMVC 2018: 96 - [c13]Haifa F. Alhasson, Shuaa S. Alharbi, Boguslaw Obara:
2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor. ECCV Workshops (6) 2018: 365-374 - [c12]Pedro Cárdenas, Georgios Theodoropoulos, Boguslaw Obara, Ibad Kureshi:
A Conceptual Framework for Social Movements Analytics for National Security. ICCS (1) 2018: 302-315 - [i6]Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
The Multiscale Bowler-Hat Transform for Vessel Enhancement in 3D Biomedical Images. CoRR abs/1802.05097 (2018) - [i5]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 abs/1806.07464 (2018) - [i4]Philip T. G. Jackson, Amir Atapour Abarghouei, Stephen Bonner, Toby P. Breckon, Boguslaw Obara:
Style Augmentation: Data Augmentation via Style Randomization. CoRR abs/1809.05375 (2018) - [i3]Shuaa S. Alharbi, Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images. CoRR abs/1809.08678 (2018) - [i2]Stephen Bonner, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara:
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning. CoRR abs/1811.08366 (2018) - 2017
- [j8]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): 1757-1769 (2017) - [c11]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: 2691-2700 - [c10]Philip T. G. Jackson, Boguslaw Obara:
Avoiding Over-Detection: Towards Combined Object Detection and Counting. ICAISC (1) 2017: 75-85 - [c9]Cigdem Sazak, Boguslaw Obara:
Contrast-independent curvilinear structure enhancement in 3D biomedical images. ISBI 2017: 1165-1168 - [i1]Cigdem Sazak, Carl J. Nelson, Boguslaw Obara:
The Multiscale Bowler-Hat Transform for Blood Vessel Enhancement in Retinal Images. CoRR abs/1709.05495 (2017) - 2016
- [c8]Haifa F. Alhasson, Boguslaw Obara:
2D Adaptive Grid-Based Image Analysis Approach for Biological Networks. BIBE 2016: 230-237 - 2015
- [c7]Mark D. Fricker, Luke Heaton, Nick Jones, Toshiyuki Nakagaki, Dai Akita, Boguslaw Obara:
Automated analysis of Physarum network structure and dynamics. BICT 2015: 581-582 - [c6]Philip T. G. Jackson, Carl J. Nelson, Jens Schiefele, Boguslaw Obara:
Runway detection in High Resolution remote sensing data. ISPA 2015: 170-175 - 2014
- [c5]Carl J. Nelson, Martin G. Dixon, Philippe Laissue, Boguslaw Obara:
Speeding Up Active Mesh Segmentation by Local Termination of Nodes. MIUA 2014: 179-184 - 2013
- [j7]Boguslaw Obara, Mark A. J. Roberts, Judith P. Armitage, Vicente Grau:
Bacterial cell identification in differential interference contrast microscopy images. BMC Bioinform. 14: 134 (2013) - 2012
- [j6]Boguslaw Obara, Vicente Grau, Mark D. Fricker:
A bioimage informatics approach to automatically extract complex fungal networks. Bioinform. 28(18): 2374-2381 (2012) - [j5]Boguslaw Obara, Mark D. Fricker, David Gavaghan, Vicente Grau:
Contrast-Independent Curvilinear Structure Detection in Biomedical Images. IEEE Trans. Image Process. 21(5): 2572-2581 (2012) - [c4]Boguslaw Obara, Mark D. Fricker, Vicente Grau:
Coherence enhancing diffusion filtering based on the Phase Congruency Tensor. ISBI 2012: 202-205 - [c3]Boguslaw Obara, Mark D. Fricker, Vicente Grau:
Local phase approaches to extract biomedical networks. ISBI 2012: 1796-1799 - [c2]Boguslaw Obara, Mark D. Fricker, Vicente Grau:
Contrast independent detection of branching points in network-like structures. Image Processing 2012: 83141L - 2010
- [j4]Kristian Kvilekval, Dmitry V. Fedorov, Boguslaw Obara, Ambuj K. Singh, B. S. Manjunath:
Bisque: a platform for bioimage analysis and management. Bioinform. 26(4): 544-552 (2010)
2000 – 2009
- 2009
- [j3]Elisa Drelie Gelasca, Boguslaw Obara, Dmitry V. Fedorov, Kristian Kvilekval, B. S. Manjunath:
A biosegmentation benchmark for evaluation of bioimage analysis methods. BMC Bioinform. 10: 368 (2009) - 2008
- [c1]Elisa Drelie Gelasca, Jiyun Byun, Boguslaw Obara, B. S. Manjunath:
Evaluation and benchmark for biological image segmentation. ICIP 2008: 1816-1819 - 2007
- [j2]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): 151-158 (2007) - [j1]Boguslaw Obara:
An image processing algorithm for the reversed transformation of rotated microscope images. Comput. Geosci. 33(7): 853-859 (2007)
Coauthor Index
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last updated on 2024-12-23 19:33 CET by the dblp team
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