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



Sohini Roychowdhury

* 9 pages, 7 images, 3 tables 

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



Sohini Roychowdhury

* 5 pages, 7 figures, 1 Table 

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Video-Data Pipelines for Machine Learning Applications



Sohini Roychowdhury , James Y. Sato

* 10 pages, 6 Figures, 5 Tables, conference 

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



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



Sohini Roychowdhury , Ebrahim Alareqi , Wenxi Li

* 8 pages, 8 figures, 5 tables 

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Cirrus: A Long-range Bi-pattern LiDAR Dataset



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



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



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



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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