Suman Sedai - RankMe

40 papers A 2B 3Misc 2Journal 10Unranked 23

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images. CoRR Tinu Theckel Joy, Suman Sedai, Rahil Garnavi
2021	—	`conf`	Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. ISBI Yasmeen M. George, Suman Sedai, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2021	J	`jnl`	Uncertainty guided semi-supervised segmentation of retinal layers in OCT images. CoRR Suman Sedai, Bhavna Josephine Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
2020	J	`jnl`	Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes. CoRR Yasmeen M. George, Suman Sedai, Bhavna Josephine Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
2019	—	`conf`	Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. MICCAI (1) Suman Sedai, Bhavna Josephine Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
2018	J	`jnl`	Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. CoRR Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty
2018	—	`conf`	Deep Multiscale Convolutional Feature Learning for Weakly Supervised Localization of Chest Pathologies in X-ray Images. MLMI@MICCAI Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
2018	J	`jnl`	Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images. CoRR Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
2018	—	`conf`	Deformable medical image registration using generative adversarial networks. ISBI Dwarikanath Mahapatra, Bhavna Josephine Antony, Suman Sedai, Rahil Garnavi
2018	J	`jnl`	Elastic Registration of Medical Images With GANs. CoRR Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi
2018	—	`conf`	Joint Registration And Segmentation Of Xray Images Using Generative Adversarial Networks. MLMI@MICCAI Dwarikanath Mahapatra, Zongyuan Ge, Suman Sedai, Rajib Chakravorty
2018	—	`conf`	Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning. COMPAY/OMIA@MICCAI Suman Sedai, Bhavna Josephine Antony, Dwarikanath Mahapatra, Rahil Garnavi
2018	J	`jnl`	Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning. CoRR Suman Sedai, Bhavna Josephine Antony, Dwarikanath Mahapatra, Rahil Garnavi
2017	—	`conf`	A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images. ISBI Pallab Kanti Roy, Ruwan B. Tennakoon, Khoa Cao, Suman Sedai, Dwarikanath Mahapatra, Stefan Maetschke, Rahil Garnavi
2017	—	`conf`	Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks. ISBI Suman Sedai, Ruwan B. Tennakoon, Pallab Kanti Roy, Khoa Cao, Rahil Garnavi
2017	—	`conf`	Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder. MICCAI (2) Suman Sedai, Dwarikanath Mahapatra, Sajini Hewavitharanage, Stefan Maetschke, Rahil Garnavi
2017	J	`jnl`	Skin lesion segmentation using deep convolution networks guided by local unsupervised learning. IBM J. Res. Dev. Behzad Bozorgtabar, Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
2016	—	`conf`	A CNN based neurobiology inspired approach for retinal image quality assessment. EMBC Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi
2016	Misc	`conf`	Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features. DICTA Pallab Kanti Roy, Rajib Chakravorty, Suman Sedai, Dwarikanath Mahapatra, Rahil Garnavi
2016	—	`conf`	Retinal Image Quality Classification Using Saliency Maps and CNNs. MLMI@MICCAI Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi
2016	—	`conf`	Segmentation of optic disc and optic cup in retinal fundus images using shape regression. EMBC Suman Sedai, Pallab Kanti Roy, Dwarikanath Mahapatra, Rahil Garnavi
2015	—	`conf`	IBM Research at Image CLEF 2015: Medical Clustering Task. CLEF (Working Notes) Suman Sedai, Xi Liang, Mani Abedini, Qiang Chen, Rajib Chakravorty, Rahil Garnavi
2015	B	`conf`	Multi-atlas based segmentation of multiple organs in breast MRI. Image Processing Xi Liang, Suman Sedai, Hongzhi Wang, Sisi Liang, Naveed Hashmi, Patrick McNeillie, Sharbell Y. Hashoul
2015	—	`conf`	Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images. EMBC Suman Sedai, Rahil Garnavi, Pallab Kanti Roy, Xi Liang
2015	—	`conf`	Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images. ISBI Long Xie, Suman Sedai, Xi Liang, Colin B. Compas, Hongzhi Wang, Paul A. Yushkevich, Tanveer F. Syeda-Mahmood
2015	—	`conf`	Right ventricle landmark detection using multiscale HOG and random forest classifier. ISBI Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
2015	—	`conf`	Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression. MLMI Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
2013	J	`jnl`	A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video. IEEE Trans. Image Process. Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2013	J	`jnl`	Discriminative fusion of shape and appearance features for human pose estimation. Pattern Recognit. Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2011	A	`conf`	Supervised particle filter for tracking 2D human pose in monocular video. WACV Suman Sedai, Du Q. Huynh, Mohammed Bennamoun
2010	A	`conf`	Localized fusion of Shape and Appearance features for 3D Human Pose Estimation. BMVC Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2009	—	`conf`	3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning. ICIAR Suman Sedai, Farid Flitti, Mohammed Bennamoun, Du Q. Huynh
2009	Misc	`conf`	Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images. DICTA Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2007	—	`conf`	Bio-Inspired Adaboost Method for Efficient Face Recognition. FBIT Suman Sedai, Phill-Kyu Rhee
2007	—	`conf`	Evolutionary Classifier Fusion for Optimizing Face Recognition. FBIT Suman Sedai, Phill-Kyu Rhee
2007	—	`conf`	Use of Multiple Contexts for Real Time Face Identification. MIRAGE Suman Sedai, Eun Jin Koh, Pankaj Raj Dawadi, Phill-Kyu Rhee
2006	—	`conf`	Cascade of Fusion for Adaptive Classifier Combination Using Context-Awareness. AMDO Mi Young Nam, Suman Sedai, Phill-Kyu Rhee
2006	B	`conf`	Context Awareness System Modeling and Classifier Combination. PRICAI Mi Young Nam, Suman Sedai, Phill-Kyu Rhee
2006	—	`conf`	T-Test Model for Context Aware Classifier. ICNC (1) Mi Young Nam, Battulga Bayarsaikhan, Suman Sedai, Phill-Kyu Rhee
2006	B	`conf`	Use of Nested K-Means for Robust Head Location in Visual Surveillance System. PRICAI Hyun Jea Joo, Bong Won Jang, Suman Sedai, Phill-Kyu Rhee