Suman Sedai  Suman Sedai photo       

contact information

Research Staff member, Image/Video Analytics, Machine Learning
Melbourne Research Laboratory, Melbourne, Australia
  +61dash03dash99213848

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Professional Associations

Professional Associations:  IEEE Engineering in Medicin and Biology Society


2015

IBM Research at Image CLEF 2015: Medical Clustering Task
Suman Sedai, Xi Liang, Mani Abedini, Qiang Chen, Rajib Chakravorty, Rahil Garnavi
IMAGECLEF - Image Retrieval in CLEF, CEUR , 2015
Winner of IMAGECLEF 2015 challenge

Segmentation of Right Ventricle in Cardiac MR Images using Shape Regression
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
MICCAI workshop on Machine Learning in Medical Imaging (MLMI) , pp. to appear, Springer, 2015

Annotation Assembler - A Web Tool for Applying Semi-Automatic Annotations to Images
Colin B. Compas, Suman Sedai, David Beymer, Tanveer Syed-Mahmood, Prasanth Prasanna
Society for Imaging Informatics in Medicine Annual Meeting (SIIM), 2015
won Best Scentific Paper award

Multi-Atlas Label Fusion using Hybrid of Discriminative and Generative Classifiers for Segmentation of Cardiac MR Images
Suman Sedai, Rahil Garnavi, Pallab Kanti Roy, Xi Liang
Engineering in Medicine and Biology Society (EMBC), International Conference of the IEEE, pp. to appear, 2015

Right ventricle landmark detection using multiscale HOG and random forest classifier
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, pp. 814--818

Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images
Long Xie, Suman Sedai, Xi Liang, Colin B. Compas, Hongzhi Wang, Paul A. Yushkevich, Tanveer Syeda-Mahmood
12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, pp. 376--379


2013

3D human pose tracking using Gaussian process regression and particle filter applied to gait analysis of Parkinson's disease patients
S Sedai, M Bennamoun, DQ Huynh, A El-Sallam, S Foo, J Alderson, C Lind
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on, pp. 1636--1642

A Gaussian process guided particle filter for tracking 3D human pose in video
Suman Sedai, Mohammed Bennamoun, Du Q Huynh
IEEE Transaction on Image Processing, IEEE, 2013

Discriminative fusion of shape and appearance features for human pose estimation
Suman Sedai, Mohammed Bennamoun, Du Q Huynh
Pattern Recognition 46(12), 3223--3237, Elsevier, 2013


2011

Supervised particle filter for tracking 2D human pose in monocular video
Suman Sedai, Du Q Huynh, Mohammed Bennamoun
Applications of Computer Vision (WACV), 2011 IEEE Workshop on, pp. 367--373


2010

Localized fusion of Shape and Appearance features for 3D Human Pose Estimation.
Suman Sedai, Mohammed Bennamoun, Du Q Huynh, Perth Crawley
BMVC, pp. 1--10, 2010


2009

3D human pose estimation from static images using local features and discriminative learning
Suman Sedai, Farid Flitti, Mohammed Bennamoun, Du Huynh
Image Analysis and Recognition, pp. 327--336, Springer, 2009

Evolutionary fusion of a multi-classifier system for efficient face recognition
Zhan Yu, Mi Young Nam, Suman Sedai, Phill Kyu Rhee
International Journal of Control, Automation and Systems 7(1), 33--40, Springer, 2009

Context-based appearance descriptor for 3D human pose estimation from monocular images
Suman Sedai, Mohammed Bennamoun, D Huynh
Digital Image Computing: Techniques and Applications, 2009. DICTA'09., pp. 484--491


2007

Use of multiple contexts for real time face identification
Suman Sedai, Koh Eun Jin, Pankaj Raj Dawadi, Phill Kyu Rhee
Computer Vision/Computer Graphics Collaboration Techniques, pp. 430--439, Springer, 2007

Evolutionary Classifier Fusion for Optimizing Face Recognition
Suman Sedai, Phill Kyu Rhee
Frontiers in the Convergence of Bioscience and Information Technologies, 2007. FBIT 2007, pp. 728--733

Bio-inspired adaboost method for efficient face recognition
Suman Sedai, Phill Kyu Rhee
Frontiers in the Convergence of Bioscience and Information Technologies, 2007. FBIT 2007, pp. 715--718


2006

Cascade of fusion for adaptive classifier combination using context-awareness
Mi Young Nam, Suman Sedai, Phill Kyu Rhee
Articulated Motion and Deformable Objects, pp. 252--261, Springer, 2006