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Research

Dr Bryan Williams

Anniversary Lecturer

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  1. Published

    Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis

    Al-Bander, B., Williams, B., Al-Nuaimy, W., Al-Taee, M., Pratt, H. & Zheng, Y., 30/03/2018, In: Symmetry. 10, 4, 16 p., 87.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning

    Al-Bander, B., Williams, B. M., Al-Taee, M. A., Al-Nuaimy, W. & Zheng, Y., 14/06/2017, 2017 10th International Conference on Developments in eSystems Engineering (DeSE). IEEE, p. 182-187 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc

    Al-Bander, B., Al-Nuaimy, W., Williams, B. M. & Zheng, Y., 1/02/2018, In: Biomedical Signal Processing and Control. 40, p. 91-101 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Improving Fetal Head Contour Detection by Object Localisation with Deep Learning

    Al-Bander, B., Alzahrani, T., Alzahrani, S., Williams, B. M. & Zheng, Y., 24/01/2020, Medical Image Understanding and Analysis : 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 142-150 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Published

    Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns

    Alghamdi, M., Angelov, P. & Williams, B., 24/01/2022, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Observing liquid water build-up in proton exchange membrane fuel cells using terahertz imaging and high-resolution optical gauging

    Alves-Lima, D. F., Schlegl, H., Williams, B. M., Letizia, R., Dawson, R. & Lin, H., 8/11/2020, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 529-530 2 p. 9370456. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Visualizing water inside an operating proton exchange membrane fuel cell with video‐rate terahertz imaging

    Alves‐Lima, D. F., Williams, B. M., Schlegl, H., Gupta, G., Letizia, R., Dawson, R. & Lin, H., 31/12/2022, In: Fuel Cells. 22, 6, p. 229-240 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Multi-Branch with Attention Network for Hand-Based Person Recognition.

    Baisa, N. L., Williams, B. M., Rahmani, H., Angelov, P. P. & Black, S., 4/08/2021, In: arXiv. abs/2108.02234

    Research output: Contribution to Journal/Magazine › Journal article

  10. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    Imaging of corneal neovascularization: Optical coherence tomography angiography and fluorescence angiography

    Brunner, M., Romano, V., Steger, B., Vinciguerra, R., Lawman, S., Williams, B., Hicks, N., Czanner, G., Zheng, Y., Willoughby, C. E. & Kaye, S. B., 1/03/2018, In: Investigative Ophthalmology and Visual Science. 59, 3, p. 1263-1269 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Learning Active Contour Models for Medical Image Segmentation

    Chen, X., Williams, B., Vallabhanehi, S., Czanner, G., Williams, R. & Zheng, Y., 9/01/2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11632-11640 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review.

    Coan, L., Williams, B. M., Adithya, V. K., Upadhyaya, S., Czanner, S., Venkatesh, R., Willoughby, C. E., Srinivasan, K. & Czanner, G., 12/04/2022, In: arXiv. abs/2204.05591

    Research output: Contribution to Journal/Magazine › Journal article

  14. Published

    Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review

    Coan, L. J., Williams, B. M., Krishna Adithya, V., Upadhyaya, S., Alkafri, A., Czanner, S., Venkatesh, R., Willoughby, C. E., Kavitha, S. & Czanner, G., 1/01/2023, In: Survey of Ophthalmology. 68, 1, p. 17-41 25 p.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  15. Published

    Improved artificial intelligence for glaucoma grading from fundus photographs via uncertainty-informed decision referral

    Czanner, G., MacCormick, I. J. C., Williams, B., Zheng, Y., Czanner, S., Tatham, A., Trucco, M., Li, Y., Congdon, N., Venkatesh, K. A., Kavitha, S. & Willoughby, C. E., 22/11/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  16. A Novel Deep Learning Based OCTA De-striping Method

    Gao, D., Celik, N., Wu, X., Williams, B. M., Stylianides, A. & Zheng, Y., 1/01/2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, Vol. 2019. p. 189-197 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Published

    A deep convolutional neural network-based approach for superficial dorsal hand vein pattern matching

    Gu, X., Williams, B. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  18. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image.

    Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 20/06/2023, In: CoRR. abs/2304.14299

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    EffUnet-SpaGen: An efficient and spatial generative approach to glaucoma detection

    Krishna Adithya, V., Williams, B. M., Czanner, S., Kavitha, S., Friedman, D. S., Willoughby, C. E., Venkatesh, R. & Czanner, G., 30/05/2021, In: Journal of Imaging. 7, 6, 17 p., 92.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Supercontinuum ultra-high resolution line-field OCT: Experimental spectrograph comparison and comparison with current clinical OCT systems by the imaging of a human cornea

    Lawman, S., Romano, V., Madden, P. W., Mason, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 5/03/2018, 2nd Canterbury Conference on OCT with Emphasis on Broadband Optical Sources. Podoleanu, A. & Bang, O. (eds.). SPIE, 1059104. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10591).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. Published

    Deformation velocity imaging using optical coherence tomography and its applications to the cornea

    Lawman, S., Madden, P. W., Romano, V., Dong, Y., Mason, S., Williams, B. M., Kaye, S. B., Willoughby, C. E., Harding, S. P., Shen, Y. C. & Zheng, Y., 1/12/2017, In: Biomedical Optics Express. 8, 12, p. 5579-5593 15 p., #302593.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Applications of optical coherence tomography in the non-contact assessment of automotive paints

    Lawman, S., Zhang, J., Williams, B. M., Zheng, Y. & Shen, Y. C., 25/06/2017, Optical Measurement Systems for Industrial Inspection X. Lehmann, P., Goncalves, A. A. & Osten, W. (eds.). SPIE, 9 p. 103290J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10329).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    Scan-less line field optical coherence tomography, with automatic image segmentation, as a measurement tool for automotive coatings

    Lawman, S., Williams, B. M., Zhang, J., Shen, Y. C. & Zheng, Y., 1/04/2017, In: Applied Sciences. 7, 4, 13 p., 351.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    High resolution corneal and single pulse imaging with line field spectral domain optical coherence tomography

    Lawman, S., Dong, Y., Williams, B. M., Romano, V., Kaye, S., Harding, S. P., Willoughby, C., Shen, Y. C. & Zheng, Y., 30/05/2016, In: Optics Express. 24, 11, p. 12395-12405 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Quasi-tomography by free space line field spectral domain optical coherence reflectometry

    Lawman, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 30/06/2020, In: Measurement Science and Technology. 31, 6, 9 p., 065203.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Simultaneous optical coherence tomography and scheimpflug imaging using the same incident light

    Li, X., Lawman, S., Williams, B. M., Ye, S., Shen, Y. & Zheng, Y., 21/12/2020, In: Optics Express. 28, 26, p. 39660-39676 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Studying pharmaceutical tablets mixing process inside a perforated pan-coater using in-line terahertz sensing

    Li, X., Bawuah, P., Williams, B. M., Zeitler, J. A. & Lin, H., 11/03/2021, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 754-755 2 p. 9370477. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. Published

    Terahertz waveform selection of a pharmaceutical film coating process using a recurrent network

    Li, X., Williams, B., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y. C., Axel Zeitler, J. & Lin, H., 29/08/2021, 2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021. IEEE, (2021 46th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  30. Published

    Optimising Terahertz Waveform Selection of a Pharmaceutical Film Coating Process Using Recurrent Network

    Li, X., Williams, B., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y. C., Zeitler, J. A. & Lin, H., 31/07/2022, In: IEEE Transactions on Terahertz Science and Technology. 12, 4, p. 392-400 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    Optimizing Terahertz Waveform Selection of a Pharmaceutical Film Coating Process Using Recurrent Network

    Li, X., Williams, B. M., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y., Zeitler, J. A. & Lin, H., 31/07/2022, In: IEEE Transactions on Terahertz Science and Technology. 12, 4, p. 392-400 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    Measurement of the inter-tablet coating uniformity of a pharmaceutical pan coating process with combined terahertz and optical coherence tomography in-line sensing

    Lin, H., Dong, Y., Markl, D., Williams, B. M., Zheng, Y., Shen, Y. & Zeitler, J. A., 04/2017, In: Journal of Pharmaceutical Sciences. 106, 4, p. 1075-1084 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    Correction: Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (PLoS ONE (2019) 14:1 (e0209409) DOI: 10.1371/journal.pone.0209409)

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 3/04/2019, In: PLoS ONE. 14, 4, 1 p., e0215056.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 10/01/2019, In: PLoS ONE. 14, 1, 20 p., e0209409.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    En-face analysis of the human limbal lymphatic vasculature

    Palme, C., Ahmad, S., Romano, V., Seifarth, C., Williams, B., Parekh, M., Kaye, S. B. & Steger, B., 31/12/2020, In: Experimental Eye Research. 201, 5 p., 108278.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    Automatic detection and distinction of retinal vessel bifurcations and crossings in colour fundus photography

    Pratt, H., Williams, B. M., Ku, J. Y., Vas, C., McCann, E., Al-Bander, B., Zhao, Y., Coenen, F. & Zheng, Y., 1/01/2018, In: Journal of Imaging. 4, 1, 14 p., 4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. Published

    Learning the features of diabetic retinopathy with convolutional neural networks

    Pratt, H., Williams, B. M., Broadbent, D., Harding, S. P., Coenen, F. & Zheng, Y., 16/05/2019, In: EUROPEAN JOURNAL OF OPHTHALMOLOGY. 29, 3, p. NP15-NP16 2 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  38. Published

    FCNN: Fourier Convolutional Neural Networks

    Pratt, H., Williams, B., Coenen, F. & Zheng, Y., 30/12/2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Vens, C., Todorovski, L. & Hollmen, J. (eds.). Springer-Verlag, p. 786-798 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 ).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  39. Published

    Automatic detection and identification of retinal vessel junctions in colour fundus photography

    Pratt, H., Williams, B. M., Ku, J., Coenen, F. & Zheng, Y., 22/06/2017, Medical Image Understanding and Analysis - 21st Annual Conference, MIUA 2017, Proceedings. Gonzalez-Castro, V. & Valdes Hernandez, M. (eds.). Springer-Verlag, p. 27-37 11 p. (Communications in Computer and Information Science; vol. 723).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  40. Published

    In-vivo evaluation of corneal collagen fibrils pattern to detect keratoconus

    Romano, V., Borroni, D., Geraghty, B., Lipari, E., Sporgia, A., Zheng, Y., Kaye, S. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  41. Published

    Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

    Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  42. Published

    Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization

    Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  43. Published

    Fast blur detection and parametric deconvolution of retinal fundus images

    Williams, B. M., Al-Bander, B., Pratt, H., Lawman, S., Zhao, Y., Zheng, Y. & Shen, Y., 1/10/2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Cham: Springer-Verlag, p. 194-201 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 ).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  44. Published

    A new image deconvolution method with fractional regularisation

    Williams, B. M., Zhang, J. & Chen, K., 28/07/2016, In: Journal of Algorithms and Computational Technology. 10, 4, p. 265-276 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Published

    An effective variational model for simultaneous reconstruction and segmentation of blurred images

    Williams, B. M., Spencer, J. A., Chen, K., Zheng, Y. & Harding, S., 11/08/2016, In: Journal of Algorithms and Computational Technology. 10, 4, p. 244-264 21 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    A new constrained total variational deblurring model and its fast algorithm

    Williams, B. M., Chen, K. & Harding, S. P., 29/06/2015, In: Numerical Algorithms. 69, 2, p. 415-441 27 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study

    Williams, B., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., Petropoulos, I., Ponirakis, G., Kaye, S., Malik, R., Alam, U. & Zheng, Y., 1/02/2020, In: Diabetologia. 63, 2, p. 419-430 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    Drusen and macular degeneration lesions

    Williams, B., Burgess, P. & Zheng, Y., 27/11/2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press, p. 245-272 28 p. (The Elsevier and MICCAI Society Book Series).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  49. Published

    Variational Models and Algorithms for Blind Image Deconvolution with Applications

    Williams, B., 6/02/2015, 270 p.

    Research output: Thesis › Doctoral Thesis

  50. Published

    H-Unique - In search of uniqueness - harnessing anatomical hand variation

    Williams, B., Gu, X. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

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