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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
1532020
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
1142015
RGB-guided hyperspectral image upsampling
H Kwon, YW Tai
Proceedings of the IEEE International Conference on Computer Vision, 307-315, 2015
732015
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
562023
Handling annotation uncertainty in human activity recognition
H Kwon, GD Abowd, T Plötz
Proceedings of the 2019 ACM International Symposium on Wearable Computers …, 2019
522019
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
412021
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
412018
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
272021
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
222023
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, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024
162024
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
152023
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
142022
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
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
132024
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
72023
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
62023
Language models for online depression detection: A review and benchmark analysis on remote interviews
R Qin, R Cook, K Yang, A Abbasi, D Dobolyi, S Seyedi, E Griner, H Kwon, ...
ACM Transactions on Management Information Systems, 2024
42024
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
42023
A feasibility study on indoor localization and multi-person tracking using sparsely distributed camera network with edge computing
H Kwon, C Hegde, Y Kiarashi, VSK Madala, R Singh, AS Nakum, ...
IEEE Journal of Indoor and Seamless Positioning and Navigation, 2023
42023
On the benefit of generative foundation models for human activity recognition
Z Leng, H Kwon, T Plötz
arXiv preprint arXiv:2310.12085, 2023
42023
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