Muhammad Moazam Fraz
TitleCited byYear
Blood vessel segmentation methodologies in retinal images–a survey
MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, AR Rudnicka, ...
Computer methods and programs in biomedicine 108 (1), 407-433, 2012
6902012
An ensemble classification-based approach applied to retinal blood vessel segmentation
MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, AR Rudnicka, ...
IEEE Transactions on Biomedical Engineering 59 (9), 2538-2548, 2012
3732012
An approach to localize the retinal blood vessels using bit planes and centerline detection
MM Fraz, SA Barman, P Remagnino, A Hoppe, A Basit, B Uyyanonvara, ...
Computer methods and programs in biomedicine 108 (2), 600-616, 2012
2462012
Application of morphological bit planes in retinal blood vessel extraction
MM Fraz, A Basit, SA Barman
Journal of digital imaging 26 (2), 274-286, 2013
612013
Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy
RA Welikala, MM Fraz, J Dehmeshki, A Hoppe, V Tah, S Mann, ...
Computerized Medical Imaging and Graphics 43, 64-77, 2015
602015
Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification
MM Fraz, AR Rudnicka, CG Owen, SA Barman
International journal of computer assisted radiology and surgery 9 (5), 795-811, 2014
442014
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size–an automated system for quantification of retinal vessels morphology
MM Fraz, RA Welikala, AR Rudnicka, CG Owen, DP Strachan, SA Barman
Expert Systems with Applications 42 (20), 7221-7234, 2015
402015
Localization and segmentation of optic disc in retinal images using circular Hough transform and grow-cut algorithm
M Abdullah, MM Fraz, SA Barman
PeerJ 4, e2003, 2016
352016
A supervised method for retinal blood vessel segmentation using line strength, multiscale Gabor and morphological features
MM Fraz, P Remagnino, A Hoppe, S Velastin, B Uyyanonvara, ...
2011 IEEE International Conference on Signal and Image Processing …, 2011
322011
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies
RA Welikala, MM Fraz, PJ Foster, PH Whincup, AR Rudnicka, CG Owen, ...
Computers in biology and medicine 71, 67-76, 2016
272016
Retinal vessel extraction using first-order derivative of Gaussian and morphological processing
MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, CG Owen, ...
International Symposium on Visual Computing, 410-420, 2011
272011
Evaluation of retinal vessel segmentation methodologies based on combination of vessel centerlines and morphological processing
MM Fraz, MY Javed, A Basit
2008 4th International Conference on Emerging Technologies, 232-236, 2008
272008
Multiscale segmentation of exudates in retinal images using contextual cues and ensemble classification
MM Fraz, W Jahangir, S Zahid, MM Hamayun, SA Barman
Biomedical Signal Processing and Control 35, 50-62, 2017
222017
Quantification of blood vessel calibre in retinal images of multi-ethnic school children using a model based approach
MM Fraz, P Remagnino, A Hoppe, AR Rudnicka, CG Owen, PH Whincup, ...
Computerized Medical Imaging and Graphics 37 (1), 48-60, 2013
192013
Optic disc detection and boundary extraction in retinal images
A Basit, MM Fraz
Applied optics 54 (11), 3440-3447, 2015
182015
Automated arteriole and venule recognition in retinal images using ensemble classification
MM Fraz, AR Rudnicka, CG Owen, DP Strachan, SA Barman
2014 International Conference on Computer Vision Theory and Applications …, 2014
152014
Retinal image analysis aimed at extraction of vascular structure using linear discriminant classifier
MM Fraz, P Remagnino, A Hoppe, SA Barman
2013 International Conference on Computer Medical Applications (ICCMA), 1-6, 2013
152013
Retinal vasculature segmentation by morphological curvature, reconstruction and adapted hysteresis thresholding
MM Fraz, A Basit, P Remagnino, A Hoppe, SA Barman
2011 7th International Conference on Emerging Technologies, 1-6, 2011
122011
Some results of experimentation with extreme programming paradigm
A Ahmed, MM Fraz, FA Zahid
7th International Multi Topic Conference, 2003. INMIC 2003., 387-390, 2003
112003
Ensemble classification system applied for retinal vessel segmentation on child images containing various vessel profiles
MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, AR Rudnicka, ...
International Conference Image Analysis and Recognition, 380-389, 2012
102012
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Articles 1–20