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Hyeokhyen Kwon
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2020 – today
- 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) - [i8]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) - 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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last updated on 2024-08-15 23:48 CEST by the dblp team
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