Suman Sedai

Orcid: 0000-0002-9615-3604

According to our database1, Suman Sedai authored at least 36 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images.
CoRR, 2021

Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019
Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem.
CoRR, 2018

Elastic Registration of Medical Images With GANs.
CoRR, 2018

Deep Multiscale Convolutional Feature Learning for Weakly Supervised Localization of Chest Pathologies in X-ray Images.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Joint Registration And Segmentation Of Xray Images Using Generative Adversarial Networks.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Deformable medical image registration using generative adversarial networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning.
IBM J. Res. Dev., 2017

Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Retinal Image Quality Classification Using Saliency Maps and CNNs.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Segmentation of optic disc and optic cup in retinal fundus images using shape regression.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A CNN based neurobiology inspired approach for retinal image quality assessment.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015
Multi-atlas based segmentation of multiple organs in breast MRI.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Right ventricle landmark detection using multiscale HOG and random forest classifier.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

IBM Research at Image CLEF 2015: Medical Clustering Task.
Proceedings of the Working Notes of CLEF 2015, 2015

2013
A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video.
IEEE Trans. Image Process., 2013

Discriminative fusion of shape and appearance features for human pose estimation.
Pattern Recognit., 2013

2011
Supervised particle filter for tracking 2D human pose in monocular video.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

2010
Localized fusion of Shape and Appearance features for 3D Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2010

2009
3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images.
Proceedings of the DICTA 2009, 2009

2007
Use of Multiple Contexts for Real Time Face Identification.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Evolutionary Classifier Fusion for Optimizing Face Recognition.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Bio-Inspired Adaboost Method for Efficient Face Recognition.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

2006
Context Awareness System Modeling and Classifier Combination.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Use of Nested K-Means for Robust Head Location in Visual Surveillance System.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

T-Test Model for Context Aware Classifier.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Cascade of Fusion for Adaptive Classifier Combination Using Context-Awareness.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006


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