Suman Sedai
Suman Sedai
IBM Research Australia
Verified email at au1.ibm.com
Title
Cited by
Cited by
Year
Deformable medical image registration using generative adversarial networks
D Mahapatra, B Antony, S Sedai, R Garnavi
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
552018
Segmentation of optic disc and optic cup in retinal fundus images using shape regression
S Sedai, PK Roy, D Mahapatra, R Garnavi
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
362016
Retinal image quality classification using saliency maps and CNNs
D Mahapatra, PK Roy, S Sedai, R Garnavi
International Workshop on Machine Learning in Medical Imaging, 172-179, 2016
322016
A Gaussian process guided particle filter for tracking 3D human pose in video
S Sedai, M Bennamoun, DQ Huynh
IEEE Transactions on Image Processing 22 (11), 4286-4300, 2013
322013
Semi-supervised segmentation of optic cup in retinal fundus images using variational autoencoder
S Sedai, D Mahapatra, S Hewavitharanage, S Maetschke, R Garnavi
International Conference on Medical Image Computing and Computer-Assisted …, 2017
302017
Retinal image quality assessment, error identification and automatic quality correction
R Garnavi, D Mahapatra, PK Roy, S Sedai
US Patent 9,779,492, 2017
252017
A novel hybrid approach for severity assessment of diabetic retinopathy in colour fundus images
P Roy, R Tennakoon, K Cao, S Sedai, D Mahapatra, S Maetschke, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
242017
Image quality classification for DR screening using convolutional neural networks
R Tennakoon, D Mahapatra, P Roy, S Sedai, R Garnavi
University of Iowa, 2016
242016
Context-based appearance descriptor for 3D human pose estimation from monocular images
S Sedai, M Bennamoun, D Huynh
2009 Digital Image Computing: Techniques and Applications, 484-491, 2009
242009
Joint registration and segmentation of xray images using generative adversarial networks
D Mahapatra, Z Ge, S Sedai, R Chakravorty
International Workshop on Machine Learning in Medical Imaging, 73-80, 2018
232018
Discriminative fusion of shape and appearance features for human pose estimation
S Sedai, M Bennamoun, DQ Huynh
Pattern recognition 46 (12), 3223-3237, 2013
222013
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning
B Bozorgtabar, S Sedai, PK Roy, R Garnavi
IBM Journal of Research and Development 61 (4/5), 6: 1-6: 8, 2017
202017
Joint segmentation and uncertainty visualization of retinal layers in optical coherence tomography images using Bayesian deep learning
S Sedai, B Antony, D Mahapatra, R Garnavi
Computational Pathology and Ophthalmic Medical Image Analysis, 219-227, 2018
172018
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images
S Sedai, D Mahapatra, Z Ge, R Chakravorty, R Garnavi
International Workshop on Machine Learning in Medical Imaging, 267-275, 2018
142018
Elastic registration of medical images with gans
D Mahapatra, S Sedai, R Garnavi
arXiv preprint arXiv:1805.02369, 2018
142018
Localized fusion of Shape and Appearance features for 3D Human Pose Estimation
S Sedai, M Bennamoun, DQ Huynh, P Crawley
Proceedings of the British Machine Vision Conference, pages, 51.1-51.10, 2010
122010
Chest X-rays classification: A multi-label and fine-grained problem
Z Ge, D Mahapatra, S Sedai, R Garnavi, R Chakravorty
arXiv preprint arXiv:1807.07247, 2018
112018
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning
SB Bozorgtabar, R Garnavi, P Roy, S Sedai
US Patent 10,223,788, 2019
102019
Evolutionary fusion of a multi-classifier system for efficient face recognition
Z Yu, MY Nam, S Sedai, PK Rhee
International Journal of Control, Automation and Systems 7 (1), 33-40, 2009
102009
Automatic eye type detection in retinal fundus image using fusion of transfer learning and anatomical features
PK Roy, R Chakravorty, S Sedai, D Mahapatra, R Garnavi
2016 International Conference on Digital Image Computing: Techniques and …, 2016
92016
The system can't perform the operation now. Try again later.
Articles 1–20