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ORCIDHyeokhyen Kwon
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2020 – today
- 2024
[j11]Zikang Leng
, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, Hyeokhyen Kwon, Thomas Plötz:
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(3): 112:1-112:32 (2024)- [j10]Mark Saad, Sofia Hefner, Suzann Donovan, Doug Bernhard, Richa Tripathi, Stewart A. Factor, Jeanne M. Powell, Hyeokhyen Kwon, Reza Sameni, Christine D. Esper, J. Lucas McKay:
Development of a Tremor Detection Algorithm for Use in an Academic Movement Disorders Center. Sensors 24(15): 4960 (2024) - [j9]Zifan Jiang, Salman Seyedi, Emily Griner, Ahmed Abbasi, Ali Bahrami Rad, Hyeokhyen Kwon, Robert O. Cotes, Gari D. Clifford:
Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns. IEEE J. Biomed. Health Informatics 28(3): 1680-1691 (2024) - [i10]Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, Hyeokhyen Kwon, Thomas Plötz:
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. CoRR abs/2402.01049 (2024) - [i9]Barun Das, Conor Anderson, Tania Villavicencio, Johanna Lantz, Jenny Foster, Theresa Hamlin, Ali Bahrami Rad, Gari D. Clifford, Hyeokhyen Kwon:
Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis. CoRR abs/2407.21691 (2024) - [i8]Chaitra Hegde, Yashar Kiarashi, Allan I. Levey, Amy D. Rodriguez, Hyeokhyen Kwon, Gari D. Clifford:
Feasibility of assessing cognitive impairment via distributed camera network and privacy-preserving edge computing. CoRR abs/2408.10442 (2024) - 2023
- [j8]Vedant Das Swain, HyeokHyen Kwon, Sonia Sargolzaei, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd:
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance. EPJ Data Sci. 12(1): 22 (2023) - [j7]HyeokHyen Kwon, Gari D. Clifford, Imari Genias, Doug Bernhard, Christine D. Esper, Stewart A. Factor, J. Lucas McKay:
An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients. Sensors 23(4): 1766 (2023) - [j6]N. Jabin Gong, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, J. Lucas McKay, Hyeokhyen Kwon:
Classifying Tremor Dominant and Postural Instability and Gait Difficulty Subtypes of Parkinson's Disease from Full-Body Kinematics. Sensors 23(19): 8330 (2023) - [j5]Yashar Kiarashi, Soheil Saghafi, Barun Das, Chaitra Hegde, Venkata Siva Krishna Madala, ArjunSinh Nakum, Ratan Singh, Robert Tweedy, Matthew Doiron, Amy D. Rodriguez, Allan I. Levey, Gari D. Clifford, Hyeokhyen Kwon:
Graph Trilateration for Indoor Localization in Sparsely Distributed Edge Computing Devices in Complex Environments Using Bluetooth Technology. Sensors 23(23): 9517 (2023) - [c9]David Martin, Zikang Leng, Tan Gemicioglu, Jon Womack, Jocelyn Heath, William C. Neubauer, Hyeokhyen Kwon, Thomas Ploetz, Thad Starner:
FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition. ASSETS 2023: 86:1-86:5 - [c8]Matthew A. Reyna, Edilberto Amorim, Reza Sameni, James Weigle, Andoni Elola, Ali Bahrami Rad, Salman Seyedi, Hyeokhyen Kwon, Wei-Long Zheng, Mohammad M. Ghassemi, Michel J. A. M. van Putten, Jeannette Hofmeijer, Nicolas Gaspard, Adithya Sivaraju, Susan T. Herman, Jong Woo Lee, M. Brandon Westover, Gari D. Clifford:
Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023. CinC 2023: 1-4 - [c7]Zikang Leng, Hyeokhyen Kwon, Thomas Ploetz:
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. ISWC 2023: 39-43 - [c6]Zikang Leng, Yash Jain, Hyeokhyen Kwon, Thomas Ploetz:
On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition. ISWC 2023: 55-59 - [i7]Zikang Leng, HyeokHyen Kwon, Thomas Plötz:
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. CoRR abs/2305.03187 (2023) - [i6]HyeokHyen Kwon, Chaitra Hegde, Yashar Kiarashi, Venkata Siva Krishna Madala, Ratan Singh, ArjunSinh Nakum, Robert Tweedy, Leandro Miletto Tonetto, Craig M. Zimring, Gari D. Clifford:
Indoor Localization and Multi-person Tracking Using Privacy Preserving Distributed Camera Network with Edge Computing. CoRR abs/2305.05062 (2023) - [i5]Yashar Kiarashi, Chaitra Hedge, Venkata Siva Krishna Madala, ArjunSinh Nakum, Ratan Singh, Robert Tweedy, Gari D. Clifford, HyeokHyen Kwon:
Indoor Localization using Bluetooth and Inertial Motion Sensors in Distributed Edge and Cloud Computing Environment. CoRR abs/2305.19342 (2023) - [i4]Zikang Leng, Hyeokhyen Kwon, Thomas Plötz:
On the Benefit of Generative Foundation Models for Human Activity Recognition. CoRR abs/2310.12085 (2023) - 2022
- [b1]HyeokHyen Kwon:
Deriving Sensor-based Complex Human Activity Recognition Models Using Videos. Georgia Institute of Technology, Atlanta, GA, USA, 2022 - [c5]Yash Jain, HyeokHyen Kwon, Thomas Ploetz:
On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors. UbiComp/ISWC Adjunct 2022: 50-52 - [i3]Zikang Leng, Yash Jain, HyeokHyen Kwon, Thomas Plötz:
Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data. CoRR abs/2211.01342 (2022) - 2021
- [j4]HyeokHyen Kwon, Bingyao Wang, Gregory D. Abowd, Thomas Plötz:
Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 111:1-111:32 (2021) - [j3]HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz:
Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables. Sensors 21(24): 8337 (2021) - [j2]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz:
Can You See It?: Good, So We Can Sense It! GetMobile Mob. Comput. Commun. 25(2): 38-42 (2021) - 2020
- [j1]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Plötz:
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 87:1-87:29 (2020) - [i2]Vedant Das Swain, HyeokHyen Kwon, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd:
Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior. CoRR abs/2005.11228 (2020) - [i1]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz:
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition. CoRR abs/2006.05675 (2020)
2010 – 2019
- 2019
- [c4]HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz:
Handling annotation uncertainty in human activity recognition. UbiComp 2019: 109-117 - 2018
- [c3]HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz:
Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables. UbiComp 2018: 72-75 - 2015
- [c2]HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin:
Data-driven depth map refinement via multi-scale sparse representation. CVPR 2015: 159-167 - [c1]HyeokHyen Kwon, Yu-Wing Tai:
RGB-Guided Hyperspectral Image Upsampling. ICCV 2015: 307-315
Coauthor Index
aka: Thomas Ploetz
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