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Suman Sedai
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2020 – today
- 2021
- [c30]Yasmeen M. George
, Suman Sedai, Bhavna Josephine 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: 1595-1599 - [i7]Tinu Theckel Joy, Suman Sedai, Rahil Garnavi:
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images. CoRR abs/2101.08888 (2021) - [i6]Suman Sedai, Bhavna Josephine 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 abs/2103.02083 (2021) - 2020
- [i5]Yasmeen M. George, Suman Sedai, Bhavna Josephine 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 abs/2007.01522 (2020)
2010 – 2019
- 2019
- [c29]Suman Sedai
, Bhavna Josephine 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: 282-290 - 2018
- [c28]Dwarikanath Mahapatra, Bhavna Josephine Antony
, Suman Sedai
, Rahil Garnavi:
Deformable medical image registration using generative adversarial networks. ISBI 2018: 1449-1453 - [c27]Dwarikanath Mahapatra, Zongyuan Ge
, Suman Sedai, Rajib Chakravorty:
Joint Registration And Segmentation Of Xray Images Using Generative Adversarial Networks. MLMI@MICCAI 2018: 73-80 - [c26]Suman Sedai, Bhavna Josephine 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: 219-227 - [c25]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: 267-275 - [i4]Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi:
Elastic Registration of Medical Images With GANs. CoRR abs/1805.02369 (2018) - [i3]Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty:
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. CoRR abs/1807.07247 (2018) - [i2]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 abs/1808.08280 (2018) - [i1]Suman Sedai, Bhavna Josephine Antony, Dwarikanath Mahapatra, Rahil Garnavi:
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning. CoRR abs/1809.04282 (2018) - 2017
- [j3]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): 6:1-6:8 (2017) - [c24]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: 1078-1082 - [c23]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: 1083-1086 - [c22]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: 75-82 - 2016
- [c21]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: 1-7 - [c20]Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai
, Rahil Garnavi:
A CNN based neurobiology inspired approach for retinal image quality assessment. EMBC 2016: 1304-1307 - [c19]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: 3260-3264 - [c18]Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai
, Rahil Garnavi:
Retinal Image Quality Classification Using Saliency Maps and CNNs. MLMI@MICCAI 2016: 172-179 - 2015
- [c17]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 - [c16]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: 2977-2980 - [c15]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: 376-379 - [c14]Suman Sedai
, Pallab Kanti Roy, Rahil Garnavi:
Right ventricle landmark detection using multiscale HOG and random forest classifier. ISBI 2015: 814-818 - [c13]Suman Sedai
, Pallab Kanti Roy, Rahil Garnavi:
Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression. MLMI 2015: 1-8 - [c12]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: 94133R - 2013
- [j2]Suman Sedai
, Mohammed Bennamoun
, Du Q. Huynh
:
Discriminative fusion of shape and appearance features for human pose estimation. Pattern Recognit. 46(12): 3223-3237 (2013) - [j1]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): 4286-4300 (2013) - 2011
- [c11]Suman Sedai
, Du Q. Huynh
, Mohammed Bennamoun
:
Supervised particle filter for tracking 2D human pose in monocular video. WACV 2011: 367-373 - 2010
- [c10]Suman Sedai
, Mohammed Bennamoun
, Du Q. Huynh
:
Localized fusion of Shape and Appearance features for 3D Human Pose Estimation. BMVC 2010: 1-10
2000 – 2009
- 2009
- [c9]Suman Sedai
, Mohammed Bennamoun
, Du Q. Huynh
:
Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images. DICTA 2009: 484-491 - [c8]Suman Sedai
, Farid Flitti
, Mohammed Bennamoun
, Du Q. Huynh
:
3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning. ICIAR 2009: 327-336 - 2007
- [c7]Suman Sedai
, Phill-Kyu Rhee:
Bio-Inspired Adaboost Method for Efficient Face Recognition. FBIT 2007: 715-718 - [c6]Suman Sedai
, Phill-Kyu Rhee:
Evolutionary Classifier Fusion for Optimizing Face Recognition. FBIT 2007: 728-733 - [c5]Suman Sedai
, Eun Jin Koh, Pankaj Raj Dawadi, Phill-Kyu Rhee:
Use of Multiple Contexts for Real Time Face Identification. MIRAGE 2007: 430-439 - 2006
- [c4]Mi Young Nam, Suman Sedai
, Phill-Kyu Rhee:
Cascade of Fusion for Adaptive Classifier Combination Using Context-Awareness. AMDO 2006: 252-261 - [c3]Mi Young Nam, Battulga Bayarsaikhan, Suman Sedai, Phill-Kyu Rhee:
T-Test Model for Context Aware Classifier. ICNC (1) 2006: 331-336 - [c2]Mi Young Nam, Suman Sedai, Phill-Kyu Rhee:
Context Awareness System Modeling and Classifier Combination. PRICAI 2006: 394-403 - [c1]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: 583-592
Coauthor Index
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last updated on 2024-04-25 05:58 CEST by the dblp team
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