Suman Sedai

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 21

Top Topics

Cardiac Mr Images

Top Venues

Publications

Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. ISBI (2021)
Tinu Theckel Joy, Suman Sedai, Rahil Garnavi
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images. CoRR (2021)
Suman Sedai, Bhavna J. Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images. CoRR (2021)
Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes. CoRR (2020)
Suman Sedai, Bhavna J. Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. MICCAI (1) (2019)
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
Deep Multiscale Convolutional Feature Learning for Weakly Supervised Localization of Chest Pathologies in X-ray Images. MLMI@MICCAI (2018)
Dwarikanath Mahapatra, Zongyuan Ge, Suman Sedai, Rajib Chakravorty
Joint Registration And Segmentation Of Xray Images Using Generative Adversarial Networks. MLMI@MICCAI (2018)
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images. CoRR (2018)
Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi
Elastic Registration of Medical Images With GANs. CoRR (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning. CoRR (2018)
Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. CoRR (2018)
Dwarikanath Mahapatra, Bhavna J. Antony, Suman Sedai, Rahil Garnavi
Deformable medical image registration using generative adversarial networks. ISBI (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning. COMPAY/OMIA@MICCAI (2018)
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, Dwarikanath Mahapatra, Sajini Hewavitharanage, Stefan Maetschke, Rahil Garnavi
Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder. MICCAI (2) (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)
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)
Xi Liang, Suman Sedai, Hongzhi Wang, Sisi Liang, Naveed Hashmi, Patrick McNeillie, Sharbell Y. Hashoul
Multi-atlas based segmentation of multiple organs in breast MRI. Medical Imaging: Image Processing (2015)
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Right ventricle landmark detection using multiscale HOG and random forest classifier. ISBI (2015)
Long Xie, Suman Sedai, Xi Liang, Colin B. Compas, Hongzhi Wang, Paul A. Yushkevich, Tanveer F. Syeda-Mahmood
Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images. ISBI (2015)
Suman Sedai, Xi Liang, Mani Abedini, Qiang Chen, Rajib Chakravorty, Rahil Garnavi
IBM Research at Image CLEF 2015: Medical Clustering Task. CLEF (Working Notes) (2015)
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression. MLMI (2015)
Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video. IEEE Trans. Image Process. 22 (11) (2013)
Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
Discriminative fusion of shape and appearance features for human pose estimation. Pattern Recognit. 46 (12) (2013)
Suman Sedai, Du Q. Huynh, Mohammed Bennamoun
Supervised particle filter for tracking 2D human pose in monocular video. WACV (2011)
Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
Localized fusion of Shape and Appearance features for 3D Human Pose Estimation. BMVC (2010)
Suman Sedai, Farid Flitti, Mohammed Bennamoun, Du Q. Huynh
3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning. ICIAR (2009)
Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images. DICTA (2009)
Suman Sedai, Phill-Kyu Rhee
Bio-Inspired Adaboost Method for Efficient Face Recognition. FBIT (2007)
Suman Sedai, Phill-Kyu Rhee
Evolutionary Classifier Fusion for Optimizing Face Recognition. FBIT (2007)
Suman Sedai, Eun Jin Koh, Pankaj Raj Dawadi, Phill-Kyu Rhee
Use of Multiple Contexts for Real Time Face Identification. MIRAGE (2007)
Mi Young Nam, Suman Sedai, Phill-Kyu Rhee
Context Awareness System Modeling and Classifier Combination. PRICAI (2006)
Hyun Jea Joo, Bong Won Jang, Suman Sedai, Phill-Kyu Rhee
Use of Nested K-Means for Robust Head Location in Visual Surveillance System. PRICAI (2006)
Mi Young Nam, Suman Sedai, Phill-Kyu Rhee
Cascade of Fusion for Adaptive Classifier Combination Using Context-Awareness. AMDO (2006)
Mi Young Nam, Battulga Bayarsaikhan, Suman Sedai, Phill-Kyu Rhee
T-Test Model for Context Aware Classifier. ICNC (1) (2006)