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SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology


Mar 10, 2021
Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok, Anoop Sanka

* 4 pages, 6 images, 2 tables, submitted to IEEE EMBC 2021 

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OPAM: Online Purchasing-behavior Analysis using Machine learning


Feb 02, 2021
Sohini Roychowdhury, Ebrahim Alareqi, Wenxi Li

* 8 pages, 8 figures, 5 tables 

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Cirrus: A Long-range Bi-pattern LiDAR Dataset


Dec 05, 2020
Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu


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Categorizing Online Shopping Behavior from Cosmetics to Electronics: An Analytical Framework


Oct 06, 2020
Sohini Roychowdhury, Wenxi Li, Ebrahim Alareqi, Akhilesh Pandita, Ao Liu, Joakim Soderberg

* 10 pages, 9 figures 

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Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images


Aug 07, 2020
Sohini Roychowdhury

* ICPR 2020 
* 8 pages, 8 figures, 4 tables 

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FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network


May 15, 2020
Francesco Piccoli, Rajarathnam Balakrishnan, Maria Jesus Perez, Moraldeepsingh Sachdeo, Carlos Nunez, Matthew Tang, Kajsa Andreasson, Kalle Bjurek, Ria Dass Raj, Ebba Davidsson, Colin Eriksson, Victor Hagman, Jonas Sjoberg, Ying Li, L. Srikar Muppirisetty, Sohini Roychowdhury

* 5 pages, 6 figures, 5 tables, IEEE Asilomar SSC 

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Range Adaptation for 3D Object Detection in LiDAR


Sep 26, 2019
Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu


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Computer Aided Detection of Anemia-like Pallor


Mar 17, 2017
Sohini Roychowdhury, Donny Sun, Matthew Bihis, Johnny Ren, Paul Hage, Humairat H. Rahman

* 4 pages,2 figures, 2 tables 

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Automated OCT Segmentation for Images with DME


Oct 24, 2016
Sohini Roychowdhury, Dara D. Koozekanani, Michael Reinsbach, Keshab K. Parhi

* 31 pages, 7 figures, CRC Press Book Chapter, 2016 

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Automated Selection of Uniform Regions for CT Image Quality Detection


Aug 19, 2016
Maitham D Naeemi, Adam M Alessio, Sohini Roychowdhury

* 5 pages, 8 figures, Asilomar Conference on Signals, Systems, and Computers 

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Blind Analysis of CT Image Noise Using Residual Denoised Images


May 24, 2016
Sohini Roychowdhury, Nathan Hollraft, Adam Alessio

* 4 pages, 6 figures, IEEE NSS/MIC 2015 

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Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework


Mar 26, 2016
Sohini Roychowdhury

* 4 pages, 6 figures, [Submitted], 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2016 

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


Mar 26, 2016
Matthew Bihis, Sohini Roychowdhury

* Big Data (Big Data), 2015 IEEE International Conference on, Santa Clara, CA, 2015, pp. 1728-1737 
* 10 pages, 7 figures, Conference 

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A Survey of the Trends in Facial and Expression Recognition Databases and Methods


Dec 05, 2015
Sohini Roychowdhury, Michelle Emmons

* International Journal of Computer Science & Engineering Survey, 2015, 6, 1-19 
* 16 pages, 4 figures, 3 tables, International Journal of Computer Science and Engineering Survey, October, 2015 

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Facial Expression Detection using Patch-based Eigen-face Isomap Networks


Nov 11, 2015
Sohini Roychowdhury

* 6 pages,7 figures, IJCAI-HINA 2015 

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