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Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification


Mar 25, 2022
Sohini Roychowdhury

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* 9 pages, 7 images, 3 tables 

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QU-net++: Image Quality Detection Framework for Segmentation of 3D Medical Image Stacks


Oct 27, 2021
Sohini Roychowdhury

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* 5 pages, 7 figures, 1 Table 

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Video-Data Pipelines for Machine Learning Applications


Oct 15, 2021
Sohini Roychowdhury, James Y. Sato

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* 10 pages, 6 Figures, 5 Tables, conference 

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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

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* 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

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* 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

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* 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

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* 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

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

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