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Nigel M Allinson, MBE
Nigel M Allinson, MBE
Distinguished Professor of Image Engineering, University of Lincoln
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Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
17412018
Characterising virtual eigensignatures for general purpose face recognition
DB Graham, NM Allinson
Face recognition: from theory to applications, 446-456, 1998
7751998
A comprehensive review of current local features for computer vision
J Li, NM Allinson
Neurocomputing 71 (10-12), 1771-1787, 2008
4232008
Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI
M Soltaninejad, G Yang, T Lambrou, N Allinson, TL Jones, TR Barrick, ...
International journal of computer assisted radiology and surgery 12, 183-203, 2017
3322017
Proton radiography and tomography with application to proton therapy
G Poludniowski, NM Allinson, PM Evans
The British journal of radiology 88 (1053), 20150134, 2015
2172015
Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels
M Soltaninejad, G Yang, T Lambrou, N Allinson, TL Jones, TR Barrick, ...
Computer methods and programs in biomedicine 157, 69-84, 2018
2002018
Self-organizing mixture networks for probability density estimation
H Yin, NM Allinson
IEEE Transactions on Neural Networks 12 (2), 405-411, 2001
1742001
Multitraining support vector machine for image retrieval
J Li, N Allinson, D Tao, X Li
IEEE Transactions on Image Processing 15 (11), 3597-3601, 2006
1682006
Automatic individual pig detection and tracking in pig farms
L Zhang, H Gray, X Ye, L Collins, N Allinson
Sensors 19 (5), 1188, 2019
1312019
Identifying the best machine learning algorithms for brain tumor segmentation
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
progression assessment, and overall survival prediction in the BRATS ¡¦, 2018
1142018
The yield enhancement of field-programmable gate arrays
NJ Howard, AM Tyrrell, NM Allinson
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 2 (1), 115-123, 1994
1081994
Image denoising using self-organizing map-based nonlinear independent component analysis
M Haritopoulos, H Yin, NM Allinson
Neural Networks 15 (8-9), 1085-1098, 2002
972002
On the distribution and convergence of feature space in self-organizing maps
H Yin, NM Allinson
Neural computation 7 (6), 1178-1187, 1995
941995
Recent advances with the growing hierarchical self-organizing map
N Allinson, H Yin, L Allinson, J Slack, M Dittenbach, A Rauber, D Merkl
Advances in Self-Organising Maps, 140-145, 2001
752001
Face recognition from unfamiliar views: Subspace methods and pose dependency
DB Graham, NM Allinson
Proceedings Third IEEE International Conference on Automatic Face and ¡¦, 1998
751998
MRI brain tumor segmentation and patient survival prediction using random forests and fully convolutional networks
M Soltaninejad, L Zhang, T Lambrou, G Yang, N Allinson, X Ye
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries ¡¦, 2018
742018
Development of non-intensified charge-coupled device area X-ray detectors
NM Allinson
Journal of Synchrotron Radiation 1 (1), 54-62, 1994
661994
PRaVDA: the first solid-state system for proton computed tomography
M Esposito, C Waltham, JT Taylor, S Manger, B Phoenix, T Price, ...
Physica Medica 55, 149-154, 2018
582018
Automated encoding of footwear patterns for fast indexing
M Pavlou, NM Allinson
Image and Vision Computing 27 (4), 402-409, 2009
552009
Automatic shoeprint retrieval system for use in forensic investigations
L Zhang, N Allinson
UK workshop on computational intelligence 99, 137-142, 2005
532005
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