Suman Sedai

1.1k total citations
25 papers, 359 citations indexed

About

Suman Sedai is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Ophthalmology. According to data from OpenAlex, Suman Sedai has authored 25 papers receiving a total of 359 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Computer Vision and Pattern Recognition, 9 papers in Radiology, Nuclear Medicine and Imaging and 6 papers in Ophthalmology. Recurrent topics in Suman Sedai's work include Retinal Imaging and Analysis (8 papers), Video Surveillance and Tracking Methods (8 papers) and Human Pose and Action Recognition (8 papers). Suman Sedai is often cited by papers focused on Retinal Imaging and Analysis (8 papers), Video Surveillance and Tracking Methods (8 papers) and Human Pose and Action Recognition (8 papers). Suman Sedai collaborates with scholars based in Australia, United States and South Korea. Suman Sedai's co-authors include Rahil Garnavi, Dwarikanath Mahapatra, Bhavna Antony, Mohammed Bennamoun, Du Q. Huynh, Pallab Roy, Behzad Bozorgtabar, Praveen K. Roy, Ruwan Tennakoon and Stefan Maetschke and has published in prestigious journals such as IEEE Transactions on Image Processing, Pattern Recognition and Investigative Ophthalmology & Visual Science.

In The Last Decade

Suman Sedai

25 papers receiving 341 citations

Peers

Countries citing papers authored by Suman Sedai

Since Specialization

Citations

This map shows the geographic impact of Suman Sedai's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Suman Sedai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Suman Sedai more than expected).

Fields of papers citing papers by Suman Sedai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Suman Sedai. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Suman Sedai. The network helps show where Suman Sedai may publish in the future.

Co-authorship network of co-authors of Suman Sedai

This figure shows the co-authorship network connecting the top 25 collaborators of Suman Sedai. A scholar is included among the top collaborators of Suman Sedai based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Suman Sedai. Suman Sedai is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Forecasting Visual Field parameters at the Future visits using machine learning regression 2019 ·Investigative Ophthalmology & Visual Science ·Suman Sedai, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman	2
2	Forecasting Retinal Nerve Fiber Layer Thickness from Multimodal Temporal Data Incorporating OCT Volumes 2019 ·Ophthalmology Glaucoma ·Suman Sedai, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi	9
3	Elastic Registration of Medical Images With GANs. 2018 ·arXiv (Cornell University) ·Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi	8
4	A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images 2017 ·Pallab Roy, Ruwan Tennakoon, (unknown), Suman Sedai, Dwarikanath Mahapatra, Stefan Maetschke, Rahil Garnavi	25
5	Skin lesion segmentation using deep convolution networks guided by local unsupervised learning 2017 ·IBM Journal of Research and Development ·Behzad Bozorgtabar, Suman Sedai, Praveen K. Roy, Rahil Garnavi	39
6	Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks 2017 ·Suman Sedai, Ruwan Tennakoon, Pallab Roy, (unknown), Rahil Garnavi	17
7	A CNN based neurobiology inspired approach for retinal image quality assessment 2016 ·PubMed ·Dwarikanath Mahapatra, (unknown), Suman Sedai, Rahil Garnavi	10
8	Segmentation of optic disc and optic cup in retinal fundus images using shape regression 2016 ·PubMed ·Suman Sedai, Pallab Roy, Dwarikanath Mahapatra, Rahil Garnavi	30
9	Segmentation of Optic Disc and Optic Cup in Retinal Fundus Images Using Coupled Shape Regression 2016 ·Suman Sedai, Pallab Roy, Dwarikanath Mahapatra, Rahil Garnavi	7
10	Image Quality Classification for DR Screening Using Convolutional Neural Networks 2016 ·Ruwan Tennakoon, Dwarikanath Mahapatra, Pallab Roy, Suman Sedai, Rahil Garnavi	17
11	Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features 2016 ·Pallab Roy, Rajib Chakravorty, Suman Sedai, Dwarikanath Mahapatra, Rahil Garnavi	6
12	Right ventricle landmark detection using multiscale HOG and random forest classifier 2015 ·Suman Sedai, Pallab Roy, Rahil Garnavi	6
13	Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images 2015 ·PubMed ·Suman Sedai, Rahil Garnavi, Pallab Roy, Xi Liang	1
14	Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images 2015 ·Long Xie, Suman Sedai, Xi Liang, Colin B. Compas, Hongzhi Wang, Paul A. Yushkevich, Tanveer Syeda-Mahmood	5
15	Discriminative fusion of shape and appearance features for human pose estimation 2013 ·Pattern Recognition ·Suman Sedai, Mohammed Bennamoun, Du Q. Huynh	18
16	Supervised particle filter for tracking 2D human pose in monocular video 2011 ·UWA Profiles and Research Repository (UWA) ·Suman Sedai, Du Q. Huynh, Mohammed Bennamoun	3
17	Localised Fusion of Shape and Appearance Features for 3D Human Pose Estimation 2010 ·UWA Profiles and Research Repository (University of Western Australia) ·Suman Sedai, Mohammed Bennamoun, Du Q. Huynh	2
18	Evolutionary fusion of a multi-classifier system for efficient face recognition 2009 ·International Journal of Control Automation and Systems ·Zhan Yu, (unknown), Suman Sedai, Phill Kyu Rhee	5
19	Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images 2009 ·UWA Profiles and Research Repository (University of Western Australia) ·Suman Sedai, Mohammed Bennamoun, Du Q. Huynh	12
20	Bio-Inspired Adaboost Method for Efficient Face Recognition 2007 ·Suman Sedai, Phill Kyu Rhee	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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