Concepedia

Sohini Roychowdhury

SR

Statistics

Publications

14

Citations

524

H-Index

13

Active since

2012

Affiliations

University of Washington Bothell(Current)

University of Minnesota

Volvo (United States)

Duke University

National Institute of Technology Karnataka

Sohini Roychowdhury is an author at University of Washington Bothell specializing in image analysis, engineering, and machine vision.

Top concepts

EngineeringImage AnalysisMachine VisionComputer VisionMedical Image ComputingRadiologyOphthalmologyBiomedical ImagingPattern RecognitionMedical Imaging

Publications per year

2012–2023

14

Publications

14

Optic Disc Boundary and Vessel Origin Segmentation of Fundus Images

Sohini Roychowdhury, Dara D. Koozekanani, Sam N. Kuchinka et al. · IEEE Journal of Biomedical and Health Informatics · 2015 · 123 citations

Engineering, Feature Detection, Fundus Image +21

Machine Learning Models for Road Surface and Friction Estimation using Front-Camera Images

Sohini Roychowdhury, Minming Zhao, Andreas Wallin et al. · 2018 · 104 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

Range Adaptation for 3D Object Detection in LiDAR

Ze Wang, Sihao Ding, Ying Li et al. · 2019 · 42 citations

Machine Vision, Image Analysis, Machine Learning +15

Automated localization of cysts in diabetic macular edema using optical coherence tomography images

Sohini Roychowdhury, Dara D. Koozekanani, Salma Radwan et al. · 2013 · 39 citations

Novel Automated System, Ocular Disease, Image Analysis +13

A generalized flow for multi-class and binary classification tasks: An Azure ML approach

Matthew Bihis, Sohini Roychowdhury · 2015 · 37 citations · Full text

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