Gill Tsouri

College of Art and Design College of Engineering Technology College of Health Sciences and Technology College of Liberal Arts College of Science Golisano College of Computing and Information Sciences Golisano Institute for Sustainability International Campuses Kate Gleason College of Engineering National Technical Institute for the Deaf Saunders College of Business

Gill Tsouri

Professor
Kate Gleason College of Engineering
Electrical and Microelectronic Engineering

2022 Submissions

Journal Paper

Couderc, J. P., et al. "An Assessment of Facial Video-based Detection of AF across Human Complexion." Cardiovascular Digital Health Journal. (2022): 1-5. Print. *

Savur, C., et al. "Monitoring Pulse Rate in the Background using Front Facing Cameras of Mobile Devices." IEEE Journal of Biomedical and Health Informatics. (2022): 1-12. Print. *

Barde, Ketaki, et al. "Measurements of pulse rate using facial video cameras in reference to ECGs from smart devices and personal computers under low-illumination conditions." Journal of Electrocardiology. (2022): 1-10. Print. *

Published Conference Proceedings

Barde, K., et al. "Measurements of Pulse Rate using Facial Video Cameras in Reference to ECGs under Low-Illumination Conditions." Proceedings of the ISCE International society for computerized electrocardiograpy. Ed. NA. NA, US: n.p., 2022. Print. *

Hall, B., et al. "Impact of Contactless Videoplesthymography Measurement Duration on Accuracy of Pulse Rate and Atrial Fibrillation Detection." Proceedings of the Heart Rhythm (HRX). Ed. NA. NA, US: n.p., 2022. Print. *

Saran, M. D., G. R. Tsouri, and J. Heard. "Non-Contact Human Workload Assessment for Adaptive Intelligent Systems." Proceedings of the 17th IEEE Annual System of Systems Engineering Conference (SOSE). Ed. NA. NA, us: n.p., 2022. Print. *

Bukum, K., C. Savur, and G. R. Tsouri. "Deep Learning Classifier for Advancing Video Monitoring of Atrial Fibrillation." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Ed. NA. NA, US: n.p., 2022. Print. *

Couderc, JP, et al. "Video-based facial Detection of Atrial Fibrillation across Human Complexions." Proceedings of the Heart Rhythm 44th Scientific Sessions. Ed. NA. New Orleans, LA: n.p., 2023. Print. *

Provisional Patent

Tsouri, Gill R. "DETECTING ATRIAL FIBRILLATION USING VISUALLY DISCERNIBLE FACIAL MOVEMENTS." U.S. Provisional Patent Application 63/437,155. 24 Dec. 2022.

2021 Submissions

Published Conference Proceedings

Dautov, C. P., et al. "Machine Learning Approach to Detection of Atrial Fibrillation Using High Quality Facial Video." Proceedings of the EEE EMBS International Conference on Biomedical and Health Informatics (BHI). Ed. NA. NA, US: n.p., 2021. Print. *

Couderc, J. P., et al. "Monitoring Atrial Fibrillation Patients Using Active Contactless Videoplethysmography Implemented on A Personal Device." Proceedings of the Heart Rhythm. Ed. NA. NA, US: n.p., 2021. Print. *

Dautov, C. P., et al. "Machine Learning Approach to Detection of Atrial Fibrillation Using High Quality Facial Video." Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). Ed. NA. NA, US: n.p., Print. *

Couderc, J. P., et al. "Monitoring Atrial Fibrillation Patients Using Active Contactless Videoplethysmography Implemented on A Personal Device." Proceedings of the Heart Rhythm. Ed. NA. NA, US: n.p., Print. *

Peer Reviewed/Juried Poster Presentation or Conference Paper

Lee, L., R. Dautov, and G. R. Tsouri. "Reliable Real-Time Sensing of Respiration Rate Using Channel State Information Modeling in Wireless Body Area Networks." Proceedings of the EEE 17th International Conference on Wearable and Implantable Body Sensor Networks (BSN). Ed. NA. NA, US: n.p.. *

2020 Submissions

Published Conference Proceedings

Dautov, R. and G. R. Tsouri. "On the Trade-off between Output SNR and Secret Key Generation Rate in Switch-and-Stay Combining." Proceedings of the 10th IEEE International Conference on Consumer Technology (ICCE). Ed. NA. NA, CA: IEEE, 2020. Print. *

Couderc, J. P., et al. "AI-based Method for Monitoring Pulse Rate using Facial Videoplethysmography Recorded with a Smart Tablet." Proceedings of the Heart Rhythm 41st Scientific Sessions. Ed. NA. NA, NA: AHA, 2020. Print. *

Full Patent

Tsouri, G. R.. "Opportunistic Plethysmography using Video Cameras." U.S. Patent US8977347B2. 2020.

2019 Submissions

Journal Paper

Dautov, R. and G. R. Tsouri. "Effects of Passive Negative Correlation Attack on Sensors Utilizing Physical Key Extraction in Indoor Wireless Body Area Networks." IEEE Sensors Letters. (2019): 1-10. Print. *

Dautov, R. and G. R. Tsouri. "Predictive Modeling of the Off-body Channel for Indoor Wireless Body Area Networks." IEEE Journal of Biomedical and Health Informatics. (2019): 1-10. Print. *

Published Conference Proceedings

Dautov, R. and G. R. Tsouri. "Elimination Yield Based Collision Resolution Protocol for Dense IoT Applications." Proceedings of the IEEE Consumer Communications and Networking Conference (CCNC). Ed. IEEE. Las Vegas, NV: IEEE, Print. *

Dautov, R. and G. R. Tsouri. "On the Negatively Correlated Eavesdropper in Indoor Wireless Body Area Networks." Proceedings of the IEEE Consumer Communications and Networking Conference (CCNC). Ed. IEEE. Las Vegas, NV: IEEE, Print. *

Dautov, R. and G. R. Tsouri. "Tracking Social Interactions via Time Varying Path Loss Estimation from Wireless Transmissions." Proceedings of the IEEE Consumer Communications and Networking Conference (CCNC). Ed. IEEE. Las Vegas, NV: IEEE, Print. *

Guzman, J. H., J. P. Couderc, and G. R. Tsouri. "Accurate Hemodynamic Sensing using Video Plethysmography with High Quality Cameras." Proceedings of the IEEE International Symposium on Medical Information and Communication Technology (ISMICT). Ed. IEEE. Oslo, Norway: IEEE, Print. *

2018 Submissions

Published Conference Proceedings

Dautov, R., C. Savur, and G. R. Tsouri. "On the Effect of Face Detection Frequency on Heart Rate Estimation in Videoplethysmography." Proceedings of the Western New York Image and Signal Processing Workshop (WNYIPW). Ed. IEEE. Rochester, NY: IEEE, Print. *

Provisional Patent

Tsouri, G. R.. "Opportunistic Plethysmography using Video Cameras." U.S. Provisional Patent Application Provisional. 1 Mar. 2018.

Full Patent

Tsouri, G. R.. "Opportunistic Plethysmography using Video Cameras." U.S. Patent PCT/US2019/017174. 8 Feb. 2019. *

2017 Submissions

Journal Paper

Conroy, T., et al. "Detection of Atrial Fibrillation Using an Earlobe Photoplethysmographic Sensor." Physiological Measurement 38. 10 (2017): 1-14. Print. *

External Scholarly Fellowships/National Review Committee

7/1/2017 - 6/30/2021
     NIH-DHHS (RO1 Program)
     Amount: $764K *

2016 Submissions

Journal Paper

Tsouri, Gill R, Stephanie Zambito, and Jayanti Venkataraman. "On the Benefits of Creeping Wave Antennas in Reducing Interference between Neighboring Wireless Body Area Networks." IEEE Transactions on Biomedical Circuits and Systems. (2016): 1-8. Print. *

Decker, A. S., et al. "Monitoring Pharmacy Student Adherence to World Health Organization Hand Hygiene Indications Using Radio Frequency Identification"." American journal of pharmaceutical education. (2016): 1-6. Print. *

External Scholarly Fellowships/National Review Committee

1/1/2016 - 8/15/2016
     Verily Life Sciences
     Amount: $83,000 ≠

2015 Submissions

Journal Paper

Dautov, Ruslan and Gill R Tsouri. "Securing While Sampling in Wireless Body Area Networks with Application to Electrocardiography." IEEE Journal of Biomedical and Health Informatics. (2015): 1-7. Print. *

Tsouri, Gill R and Zheng Li. "On the Benefits of Alternative Color Spaces for Noncontact Heart Rate Measurements Using Standard Red-green-blue Cameras." SPIE Journal of Biomedical Optics. (2015): 1-7. Print. *

External Scholarly Fellowships/National Review Committee

6/1/2015 - 2/28/2016
     Google
     Amount: $370,000 ≠

Full Patent

Laifenfeld, M. and Gill R Tsouri. "Wireless Data Security Between Vehicle Components." U.S. Patent pending. 2015.

Laifenfeld, M., Gill R Tsouri, and E. Tron. "Using a Vehicle Structure as a Medium for Communication and Power Distribution." U.S. Patent US20150039312A1. 2015.

2014 Submissions

Journal Paper

Tsouri, Gill R and Michael Ostertag. "Patient-Specific 12-lead ECG Reconstruction from Sparse Electrodes using Independent Component Analysis." IEEE Journal of Biomedical and Health Informatics 18. 2 (2014): 476-482. Print. *

Tsouri, Gill R and Ory Maimon. "Respiration Rate Estimation from Channel State Information in Wireless Body Area Networks." IET Electronics Letters 50. 10 (2014): 732-733. Print. *

Published Conference Proceedings

Torbit, Chris, et al. "Investigation of Waveguide Effects in Intra-Vehicular Environments." Proceedings of the IEEE Antennas and Propagation Society International Symposium (APSURSI). Ed. IEEE. Memphis, TN: IEEE, 2014. Print. *

Shamin, M. S., et al. "Temperature-aware Wireless Network-on-Chip Architecture." Proceedings of the IEEE International Green Computing Conference (IGCC). Ed. IEEE. Dallas, TX: IEEE, 2014. Print. *

Invited Article/Publication

Tsouri, Gill R. "Wireless Body Area Network." The Rochester Engineer. (2014). Print. ∆

Provisional Patent

Tsouri, Gill R and Sohail Dianat. "Method and System for Contactless Detection of Cardiac Activity." Patent US 20140276118 A1. 18 Sep. 2014.

2013 Submissions

Journal Paper

Tsouri, Gill R and David Wagner. "Threshold Constraints on Symmetric Key Extraction from Rician Fading Estimates." IEEE Transactions on Mobile Computing 12. 12 (2013): 2496 - 2506. Print. *

Published Conference Proceedings

Dautov, Ruslan and Gill R Tsouri. "Establishing Secure Measurement Matrix for Compressed Sensing using Wireless Physical Layer Security." Proceedings of the IEEE International Conference on Computing, Networking and Communications (ICNC). Ed. IEEE. San-Diego, CA: IEEE, 2013. Print. *

Argade, Nikhil and Gill R Tsouri. "Dynamic Routing Trees with Energy Harvesting Constraints for Wireless Body Area Networks." Proceedings of the 8th International Conference on Body Area Networks (BODYNETS). Boston, MA: n.p., 2013. Print. *

Tsouri, Gill R and Moshe Laifenfeld. "Global Routing with Energy Balancing in Intra-Vehicular Environment." Proceedings of the IEEE International Conference on Microwaves, Communications, Antennas and Electronic Systems (COMCAS). Tel Aviv, Israel: IEEE, 2013. Print. *

External Scholarly Fellowships/National Review Committee

3/1/2013 - 6/1/2013
     SJFC
     Amount: $3,000

7/1/2013 - 12/31/2013
     nBn Technologies
     Amount: $25,000

7/1/2013 - 12/31/2013
     General Motors
     Amount: $14,000

9/1/2013 - 11/31/2013
     General Motors
     Amount: $17,000

2012 Submissions

Journal Paper

Tsouri, Gill R, Alvaro Prieto, and Nikhil Argade. "On Increasing Network Lifetime in Body Area Networks using Global Routing with Balancing of Energy Consumption." Sensors 12. (2012): 13088-13108. Web. * ∆

Tsouri, Gill R, et al. "Constrained-ICA Approach to Non-Obtrusive Pulse Rate Measurements." SPIE Journal of Biomedical Optics 17. 7 (2012): 1-4. Print. *

Johnson, Ryan K, Gill R Tsouri, and Edward Walsh. "Continuous and Automated Measuring of Compliance of Hand-Hygiene Procedures Using Finite State Machines and RFID." IEEE Instrumentation & Measurement Magazine 15. 2 (2012): 8-13. Print. *

Published Conference Proceedings

Tsouri, Gill R, Alvaro Prieto, and Nikhil Argade. "A Modified Dijkstra's Routing Algorithm for Increasing Network Lifetime in Wireless Body Area Networks." Proceedings of the 7th International Conference on Body Area Networks (BODYNETS). Ed. ICST. Oslo, Norway: n.p., 2012. Print. *

Invited Keynote/Presentation

Tsouri, Gill R. "On Global Routing Algorithms for Body Sensor Networks." IEEE 27th Convention of Electrical and Electronics Engineers in Israel, special session on Wireless Sensor networks. IEEE. Eilat, Israel. 15 Nov. 2012. Conference Presentation.

Tsouri, Gill R. "Securing Compact Sensor-Nodes using Wireless Physical Layer Security." Seminar. General Motors - Advanced Technical Center. Herzlya, Israel. 27 Jul. 2012. Lecture.

Tsouri, Gill R. "The Tenure Track - Tips on Climbing the Ladder." 12th Annual New Faculty Workshop. Rochester Institute of Technology. Rochester, NY. 27 Aug. 2012. Lecture.

External Scholarly Fellowships/National Review Committee

7/1/2012 - 2/31/2013
     nBn Technologies
     Amount: $54,000 ≠

11/1/2012 - 2/31/2013
     SJFC
     Amount: $3,000 £

6/1/2012 - 8/31/2012
     NOVA
     Amount: $3,000 £

2011 Submissions

Journal Paper

Tsouri, Gill R., Adrian Sapio, and Jeff Wilczewski. "An Investigation into Relaying of Creeping Waves for Reliable Low-Power Body Sensor Networking." IEEE Transactions on Biomedical Circuits and Systems 5. 4 (2011): 307-319. Print. «

Invited Keynote/Presentation

Tsouri, Gill R. "Wireless Physical Layer Security for Body Area Networks." Lecture. Department of Electrical and Computer Engineering. Prairie View A&M University, Prairie View, TX. 8 Dec. 2011. Guest Lecture. ∆

Tsouri, Gill R. "Preliminary Evaluation of an Efficient Collision Resolving Protocol." IEEE 28th Convention of Electrical and Electronics Engineering in Israel. IEEE. Hilton Hotel, Tel-Aviv, Israel. 8 Nov. 2011. Conference Presentation. *

Tsouri, Gill R. "Reliable Symmetric Key Generation for Body Area Networks using Wireless Physical Layer Security in the Presence of an On-Body Eavesdropper." 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL). ICST. Almera Hotel, Barcelona, Spain. 27 Oct. 2011. Conference Presentation. *

Ostertag, Michael. "Reconstructing ECG Precordial Leads from a Reduced Lead Set using Independent Component Analysis." 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE. Marriott Copley Place Hotel, Boston, MA. 28 Aug. 2011. Conference Presentation. *

Lyshevski, Sergey and Gill R Tsouri. "Molecular and BioMolecular Communication: Optical Waveguides and Possible Role of Microtubules." NANO 2011 Conference. IEEE. USA, Portland, OR. 16 Aug. 2011. Conference Presentation. *

External Scholarly Fellowships/National Review Committee

12/1/2010 - 11/31/2011
     Xerox Corporation
     Amount: $48,000 ≠

9/1/2010 - 8/31/2011
     Blue Highway (A Welch Allyn Company)
     Amount: $163,000 ≠

2010 Submissions

Presentation

Tsouri, G.R. “Towards Implementing a Fully Wireless Multiple- Lead Electrocardiograph.” 5th International Conference on Body Area Networks. Corfu, Greece. 10-12 Sept. 2010. Presentation. É  *

Formal Presentation

Wilczewski, Jeff, and G.R. Tsouri. “Channel Modelling Testbed for Body Sensor Networks.” 5th International Conference on Body Area Networks. Corfu, Greece. 10-12 Sept. 2010. Presentation. " 

“Recent Advances in Wireless Body Sensor Networks for Physiological Monitoring”, IEEE Engineering in Medicine and Biology Society (EMBS) HealthTech Symposium. Welch-Allyn Lodge, US. Apr. 2010. Presentation.

Published Article

Tsouri,G. R., and D. Wulich. “On Adaptive Biasing of Linear Power Amplifiers in Devices with OFDM Transceivers.” IEEE 28th International Conference on Consumer Electronics (ICCE), Digest of Technical Papers, 9-13 Jan 2010. 35-36. Web. *

Tsouri, G.R., and A. Sapio. “Method of Securing Resource-Constrained Wireless Enabled Devices via Channel Randomness.” IEEE 28th International Conference on Consumer Electronics (ICCE), 9-13 Jan 2010. 429-430. Web. "  É  *

Sapio, A., and G. R. Tsouri. “Low Power Body Sensor Network for Wireless ECG Based on Relaying of Creeping Waves at 2.4GHz.” International Conference on Body Sensor Networks (BSN 2010), 7-9 June 2010. 167-173. Web. "  É  *

Pecoraro, M., J. Venkataraman, G. R. Tsouri, and S. Dianat. “Characterization of the Effects of the Human Head on Communication with Implanted Antennas.” 2010 IEEE on Antennas and Propagation Society International Symposium (APSURSI), 11-17 July 2010. 1-4. Web. "  *