Pallab Kanti Roy

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 8

Top Venues

ISBI

EMBC

ICIP

ICHI

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Behzad Bozorgtabar, Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning. IBM J. Res. Dev. 61 (4-5) (2017)
Pallab Kanti Roy, Ruwan B. Tennakoon, Khoa Cao, Suman Sedai, Dwarikanath Mahapatra, Stefan Maetschke, Rahil Garnavi
A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images. ISBI (2017)
Suman Sedai, Ruwan B. Tennakoon, Pallab Kanti Roy, Khoa Cao, Rahil Garnavi
Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks. ISBI (2017)
Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi
Retinal Image Quality Classification Using Saliency Maps and CNNs. MLMI@MICCAI (2016)
Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi
A CNN based neurobiology inspired approach for retinal image quality assessment. EMBC (2016)
Pallab Kanti Roy, Rajib Chakravorty, Suman Sedai, Dwarikanath Mahapatra, Rahil Garnavi
Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features. DICTA (2016)
Suman Sedai, Pallab Kanti Roy, Dwarikanath Mahapatra, Rahil Garnavi
Segmentation of optic disc and optic cup in retinal fundus images using shape regression. EMBC (2016)
Pallab Kanti Roy, Alauddin Bhuiyan, Kim Lee, Tien Yin Wong, Kotagiri Ramamohanarao
A novel computer aided quantification method of focal arteriolar narrowing using colour retinal image. Comput. Biol. Medicine 74 (2016)
Pallab Kanti Roy, Md. Akter Hussain, Alauddin Bhuiyan, Ryo Kawasaki, Kotagiri Ramamohanarao
A robust and reliable quantification method for Focal Arteriolar Narrowing in color retinal image. ISBI (2015)
Suman Sedai, Rahil Garnavi, Pallab Kanti Roy, Xi Liang
Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images. EMBC (2015)
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Right ventricle landmark detection using multiscale HOG and random forest classifier. ISBI (2015)
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression. MLMI (2015)
Pallab Kanti Roy, Alauddin Bhuiyan, Andrew L. Janke, Patricia M. Desmond, Tien Yin Wong, Walter P. Abhayaratna, Elsdon Storey, Kotagiri Ramamohanarao
Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field. Comput. Medical Imaging Graph. 45 (2015)
Pallab Kanti Roy, Alauddin Bhuiyan, Andrew L. Janke, Patricia M. Desmond, Tien Yin Wong, Elsdon Storey, Walter P. Abhayaratna, Kotagiri Ramamohanarao
Automated Segmentation of White Matter Lesions Using Global Neighbourhood Given Contrast Feature-Based Random Forest and Markov Random Field. ICHI (2014)
Pallab Kanti Roy, Uyen T. V. Nguyen, Alauddin Bhuiyan, Kotagiri Ramamohanarao
An effective automated system for grading severity of retinal arteriovenous nicking in colour retinal images. EMBC (2014)
Pallab Kanti Roy, Alauddin Bhuiyan, Kotagiri Ramamohanarao
Automated segmentation of multiple sclerosis lesion in intensity enhanced flair MRI using texture features and support vector machine. ICIP (2013)

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Publication Activity (10 Years)

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Pallab Kanti Roy