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@inproceedings{DBLP:conf/icassp/GwakVZRABK024, author = {Migyeong Gwak and Korosh Vatanparvar and Li Zhu and Nafiul Rashid and Mohsin Y. Ahmed and Jungmok Bae and Jilong Kuang and Alex Gao}, title = {Multimodal Breathing Rate Estimation Using Facial Motion and {RPPG} From {RGB} Camera}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {2046--2050}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10446086}, doi = {10.1109/ICASSP48485.2024.10446086}, timestamp = {Mon, 05 Aug 2024 15:26:37 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GwakVZRABK024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ShaoZAVGRBK024, author = {Qijia Shao and Li Zhu and Mohsin Y. Ahmed and Korosh Vatanparvar and Migyeong Gwak and Nafiul Rashid and Jungmok Bae and Jilong Kuang and Alex Gao}, title = {Normalization is All You Need: Robust Full-Range Contactless SpO2 Estimation Across Users}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {1646--1650}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10446435}, doi = {10.1109/ICASSP48485.2024.10446435}, timestamp = {Mon, 05 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ShaoZAVGRBK024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bsn/LiBZVGKG23, author = {Jicheng Li and Roghayeh Leila Barmaki and Li Zhu and Korosh Vatanparvar and Migyeong Gwak and Jilong Kuang and Alex Gao}, title = {Advancements in Face Alignment Evaluation for Contact-less Vital Sign Detection}, booktitle = {19th {IEEE} International Conference on Body Sensor Networks, {BSN} 2023, Boston, MA, USA, October 9-11, 2023}, pages = {1--4}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/BSN58485.2023.10331175}, doi = {10.1109/BSN58485.2023.10331175}, timestamp = {Thu, 04 Jan 2024 08:13:38 +0100}, biburl = {https://dblp.org/rec/conf/bsn/LiBZVGKG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/ChanZVGK023, author = {Michael Chan and Li Zhu and Korosh Vatanparvar and Migyeong Gwak and Jilong Kuang and Alex Gao}, title = {Estimating SpO2 with Deep Oxygen Desaturations from Facial Video Under Various Lighting Conditions: {A} Feasibility Study}, booktitle = {45th Annual International Conference of the {IEEE} Engineering in Medicine {\&} Biology Society, {EMBC} 2023, Sydney, Australia, July 24-27, 2023}, pages = {1--5}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/EMBC40787.2023.10340025}, doi = {10.1109/EMBC40787.2023.10340025}, timestamp = {Wed, 31 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/embc/ChanZVGK023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/GwakVZKG23, author = {Migyeong Gwak and Korosh Vatanparvar and Li Zhu and Jilong Kuang and Jun Alex Gao}, title = {Contactless Monitoring of Respiratory Rate and Breathing Absence from Head Movements Using an {RGB} Camera}, booktitle = {45th Annual International Conference of the {IEEE} Engineering in Medicine {\&} Biology Society, {EMBC} 2023, Sydney, Australia, July 24-27, 2023}, pages = {1--4}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/EMBC40787.2023.10340590}, doi = {10.1109/EMBC40787.2023.10340590}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/embc/GwakVZKG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/VatanparvarLGZK23, author = {Korosh Vatanparvar and Jiyang Li and Migyeong Gwak and Li Zhu and Jilong Kuang and Jun Alex Gao}, title = {Enhanced Contactless Heart Rate Monitoring Using Camera with Motion Artifact Removal During Physical Activities}, booktitle = {45th Annual International Conference of the {IEEE} Engineering in Medicine {\&} Biology Society, {EMBC} 2023, Sydney, Australia, July 24-27, 2023}, pages = {1--5}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/EMBC40787.2023.10340279}, doi = {10.1109/EMBC40787.2023.10340279}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/embc/VatanparvarLGZK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Gwak22, author = {Migyeong Gwak}, title = {Internet of Things (IoT)-Enabled Health Monitoring Systems: Implementation and Validation}, school = {University of California, Los Angeles, {USA}}, year = {2022}, url = {https://www.escholarship.org/uc/item/747705sh}, timestamp = {Wed, 15 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Gwak22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bsn/VatanparvarGZKG22, author = {Korosh Vatanparvar and Migyeong Gwak and Li Zhu and Jilong Kuang and Alex Gao}, title = {Respiration Rate Estimation from Remote {PPG} via Camera in Presence of Non-Voluntary Artifacts}, booktitle = {{IEEE-EMBS} International Conference on Wearable and Implantable Body Sensor Networks, {BSN} 2022, Ioannina, Greece, September 27-30, 2022}, pages = {1--4}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BSN56160.2022.9928485}, doi = {10.1109/BSN56160.2022.9928485}, timestamp = {Wed, 16 Nov 2022 21:55:16 +0100}, biburl = {https://dblp.org/rec/conf/bsn/VatanparvarGZKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bsn/ZhuVGKG22, author = {Li Zhu and Korosh Vatanparvar and Migyeong Gwak and Jilong Kuang and Alex Gao}, title = {Contactless SpO2 Detection from Face Using Consumer Camera}, booktitle = {{IEEE-EMBS} International Conference on Wearable and Implantable Body Sensor Networks, {BSN} 2022, Ioannina, Greece, September 27-30, 2022}, pages = {1--4}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BSN56160.2022.9928509}, doi = {10.1109/BSN56160.2022.9928509}, timestamp = {Wed, 16 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bsn/ZhuVGKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/GwakVKG22, author = {Migyeong Gwak and Korosh Vatanparvar and Jilong Kuang and Alex Gao}, title = {Motion- Based Respiratory Rate Estimation with Motion Artifact Removal Using Video of Face and Upper Body}, booktitle = {44th Annual International Conference of the {IEEE} Engineering in Medicine {\&} Biology Society, {EMBC} 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022}, pages = {1961--1967}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/EMBC48229.2022.9871231}, doi = {10.1109/EMBC48229.2022.9871231}, timestamp = {Thu, 22 Sep 2022 19:31:35 +0200}, biburl = {https://dblp.org/rec/conf/embc/GwakVKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/healthyIoT/ErshadiGLLAS21, author = {Ghazal Ershadi and Migyeong Gwak and Jane Liu and Gichan Lee and Afshin Aminian and Majid Sarrafzadeh}, editor = {Susanna Spinsante and Bruno Silva and Rossitza Goleva}, title = {GAIToe: Gait Analysis Utilizing an {IMU} for Toe Walking Detection and Intervention}, booktitle = {IoT Technologies for Health Care - 8th {EAI} International Conference, HealthyIoT 2021, Virtual Event, November 24-26, 2021, Proceedings}, series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, volume = {432}, pages = {180--195}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-99197-5\_15}, doi = {10.1007/978-3-030-99197-5\_15}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/healthyIoT/ErshadiGLLAS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/GwakDSW21, author = {Migyeong Gwak and Tyler Davis and Majid Sarrafzadeh and Ellen Woo}, title = {Psychological Stress Detection in Older Adults with Cognitive Impairment Using Photoplethysmography}, booktitle = {9th {IEEE} International Conference on Healthcare Informatics, {ICHI} 2021, Victoria, BC, Canada, August 9-12, 2021}, pages = {209--213}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICHI52183.2021.00040}, doi = {10.1109/ICHI52183.2021.00040}, timestamp = {Wed, 20 Oct 2021 16:44:24 +0200}, biburl = {https://dblp.org/rec/conf/ichi/GwakDSW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wf-iot/ErshadiGASGS21, author = {Ghazal Ershadi and Migyeong Gwak and Afshin Aminian and Rahul Soangra and Marybeth Grant{-}Beuttler and Majid Sarrafzadeh}, title = {Smart Insole: Remote Gait Detection Algorithm Using Pressure Sensors For Toe Walking Rehabilitation}, booktitle = {7th {IEEE} World Forum on Internet of Things, WF-IoT 2021, New Orleans, LA, USA, June 14 - July 31, 2021}, pages = {332--337}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/WF-IoT51360.2021.9595676}, doi = {10.1109/WF-IOT51360.2021.9595676}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wf-iot/ErshadiGASGS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bodynets/LevineGKFZPYS20, author = {Lionel M. Levine and Migyeong Gwak and Kimmo K{\"{a}}rkk{\"{a}}inen and Shayan Fazeli and Bita Zadeh and Tara Peris and Alexander S. Young and Majid Sarrafzadeh}, editor = {Muhammad Mahtab Alam and Matti H{\"{a}}m{\"{a}}l{\"{a}}inen and Lorenzo Mucchi and Imran Khan Niazi and Yannick Le Moullec}, title = {Anxiety Detection Leveraging Mobile Passive Sensing}, booktitle = {Body Area Networks. Smart IoT and Big Data for Intelligent Health - 15th {EAI} International Conference, {BODYNETS} 2020, Tallinn, Estonia, October 21, 2020, Proceedings}, series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, volume = {330}, pages = {212--225}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64991-3\_15}, doi = {10.1007/978-3-030-64991-3\_15}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bodynets/LevineGKFZPYS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-03810, author = {Lionel M. Levine and Migyeong Gwak and Kimmo K{\"{a}}rkk{\"{a}}inen and Shayan Fazeli and Bita Zadeh and Tara Peris and Alexander S. Young and Majid Sarrafzadeh}, title = {Anxiety Detection Leveraging Mobile Passive Sensing}, journal = {CoRR}, volume = {abs/2008.03810}, year = {2020}, url = {https://arxiv.org/abs/2008.03810}, eprinttype = {arXiv}, eprint = {2008.03810}, timestamp = {Wed, 16 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-03810.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bsn/GwakFESGAS19, author = {Migyeong Gwak and Shayan Fazeli and Ghazaal Ershadi and Majid Sarrafzadeh and Melina Ghodsi and Afshin Aminian and John A. Schlechter}, title = {{EXTRA:} Exercise Tracking and Analysis Platform for Remote-monitoring of Knee Rehabilitation}, booktitle = {16th {IEEE} International Conference on Wearable and Implantable Body Sensor Networks, {BSN} 2019, Chicago, IL, USA, May 19-22, 2019}, pages = {1--4}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BSN.2019.8771084}, doi = {10.1109/BSN.2019.8771084}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/bsn/GwakFESGAS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/petra/GwakWS19, author = {Migyeong Gwak and Ellen Woo and Majid Sarrafzadeh}, editor = {Fillia Makedon}, title = {The role of {PPG} in identification of mild cognitive impairment}, booktitle = {Proceedings of the 12th {ACM} International Conference on PErvasive Technologies Related to Assistive Environments, {PETRA} 2019, Island of Rhodes, Greece, June 5-7, 2019}, pages = {32--35}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3316782.3316798}, doi = {10.1145/3316782.3316798}, timestamp = {Sun, 26 May 2019 19:05:38 +0200}, biburl = {https://dblp.org/rec/conf/petra/GwakWS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globalsip/GwakWS18, author = {Migyeong Gwak and Ellen Woo and Majid Sarrafzadeh}, title = {The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment}, booktitle = {2018 {IEEE} Global Conference on Signal and Information Processing, GlobalSIP 2018, Anaheim, CA, USA, November 26-29, 2018}, pages = {434--438}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/GlobalSIP.2018.8646622}, doi = {10.1109/GLOBALSIP.2018.8646622}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/globalsip/GwakWS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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