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Hyeokhyen Kwon
Hyeokhyen Kwon
Other namesHyeok Kwon
Biomedical Informatics and Engineering, Emory University and Georgia Institute of Technology
Verified email at emory.edu - Homepage
Title
Cited by
Cited by
Year
Imutube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition
H Kwon, C Tong, H Haresamudram, Y Gao, GD Abowd, ND Lane, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
1302020
Data-driven depth map refinement via multi-scale sparse representation
HH Kwon, YW Tai, S Lin
Proceedings of the IEEE conference on computer vision and pattern …, 2015
1112015
RGB-guided hyperspectral image upsampling
H Kwon, YW Tai
Proceedings of the IEEE International Conference on Computer Vision, 307-315, 2015
722015
Predicting neurological recovery from coma after cardiac arrest: The George B. Moody PhysioNet Challenge 2023
MA Reyna, E Amorim, R Sameni, J Weigle, A Elola, AB Rad, S Seyedi, ...
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
542023
Handling annotation uncertainty in human activity recognition
H Kwon, GD Abowd, T Plötz
Proceedings of the 2019 ACM International Symposium on Wearable Computers …, 2019
462019
Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables
H Kwon, GD Abowd, T Plötz
Proceedings of the 2018 ACM international symposium on wearable computers, 72-75, 2018
362018
Approaching the real-world: Supporting activity recognition training with virtual imu data
H Kwon, B Wang, GD Abowd, T Plötz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
322021
Complex deep neural networks from large scale virtual imu data for effective human activity recognition using wearables
H Kwon, GD Abowd, T Plötz
Sensors 21 (24), 8337, 2021
232021
Leveraging wifi network logs to infer social interactions: A case study of academic performance and student behavior
VD Swain, HH Kwon, B Saket, MB Morshed, K Tran, D Patel, Y Tian, ...
arXiv preprint arXiv:2005.11228, 2020
142020
Generating virtual on-body accelerometer data from virtual textual descriptions for human activity recognition
Z Leng, H Kwon, T Plötz
Proceedings of the 2023 ACM International Symposium on Wearable Computers, 39-43, 2023
102023
Method and system for automatic extraction of virtual on-body inertial measurement units
H Kwon, GD Abowd, HK Haresamudram, T Ploetz, EGC Tong, Y Gao, ...
US Patent App. 17/464,488, 2022
102022
An explainable spatial-temporal graphical convolutional network to score freezing of gait in parkinsonian patients
H Kwon, GD Clifford, I Genias, D Bernhard, CD Esper, SA Factor, ...
Sensors 23 (4), 1766, 2023
92023
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance
VD Swain, H Kwon, S Sargolzaei, B Saket, MB Morshed, K Tran, D Patel, ...
EPJ Data Science 12 (1), 22, 2023
52023
Classifying tremor dominant and postural instability and gait difficulty subtypes of Parkinson’s disease from full-body kinematics
NJ Gong, GD Clifford, CD Esper, SA Factor, JL McKay, H Kwon
Sensors 23 (19), 8330, 2023
42023
Graph Trilateration for Indoor Localization in Sparsely Distributed Edge Computing Devices in Complex Environments Using Bluetooth Technology
Y Kiarashi, S Saghafi, B Das, C Hegde, VSK Madala, AS Nakum, R Singh, ...
Sensors 23 (23), 9517, 2023
32023
Multimodal mental health assessment with remote interviews using facial, vocal, linguistic, and cardiovascular patterns
Z Jiang, S Seyedi, EL Griner, A Abbasi, A Bahrami Rad, H Kwon, ...
medRxiv, 2023.09. 11.23295212, 2023
32023
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition
Z Leng, A Bhattacharjee, H Rajasekhar, L Zhang, E Bruda, H Kwon, ...
arXiv preprint arXiv:2402.01049, 2024
22024
Multimodal Mental Health Digital Biomarker Analysis from Remote Interviews using Facial, Vocal, Linguistic, and Cardiovascular Patterns
Z Jiang, S Seyedi, E Griner, A Abbasi, AB Rad, H Kwon, RO Cotes, ...
IEEE Journal of Biomedical and Health Informatics, 2024
22024
FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition
D Martin, Z Leng, T Gemicioglu, J Womack, J Heath, WC Neubauer, ...
Proceedings of the 25th International ACM SIGACCESS Conference on Computers …, 2023
22023
On the Benefit of Generative Foundation Models for Human Activity Recognition
Z Leng, H Kwon, T Plötz
arXiv preprint arXiv:2310.12085, 2023
22023
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