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10a.015.SBU - Data Collection on Remote Telehealth

Project - Summary


Goals: Framework for collecting dynamic scenes in telehealth systems using multiple cameras and microphones. Images coming from cameras identified as humans vs background will be separated, and sounds coming from microphones identified as speech will be separated.

Novelty: Develop applications that can collect dynamic scenes involving patients and healthcare providers, differentiate speech from other sounds, and videos of humans from background.

This is a multi-year project started in Year 9.

Project - Team

Team Member Role Email Phone Number Academic Site/IAB
Arie Kaufman PI (631) 632-8441 Stony Brook University
Dimitris Samaras Co-PI (631) 632-8464 Stony Brook University
Minh Hoai Nguyen Co-PI (631) 632-8460 Stony Brook University
N. Balasubramanian Co-PI (631) 632-2457 Stony Brook University
Shawn Mathew Student (516) 306-1876 Stony Brook University
Parmida Ghahremani Student N/A Stony Brook University
Viresh Ranjan Student N/A Stony Brook University
Heeyoung Kwon Student N/A Stony Brook University
Bhuvnesh Kumar Student N/A Stony Brook University
Souradeep Chakraborty Student (631) 320-6641 Stony Brook University
Lou Lavino Project Mentor (631) 291-1233 Medpod
Funded by: Medpod

Project - Deliverables

1 Dataset Creation
2 3D Reconstruction
3 Design & validate object recognizer baseline
4 Shadow & shading removal model
5 Combine illumination correction & object recognizer

Project - Benefits to IAB

Additional video and speech features and analysis can improve telehealth systems

Project - Documents

This is a multi-year project started in Year 9.

Below is a project update presented at the 2021 CVDI IAB Spring Meeting.


projects/year10/10a.015.sbu.1620746600.txt.gz · Last modified: 2021/05/11 10:23 by sally.johnson