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 | 128 | 2020 |
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 | 108 | 2015 |
RGB-guided hyperspectral image upsampling H Kwon, YW Tai Proceedings of the IEEE International Conference on Computer Vision, 307-315, 2015 | 72 | 2015 |
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 | 52 | 2023 |
Handling annotation uncertainty in human activity recognition H Kwon, GD Abowd, T Plötz Proceedings of the 2019 ACM International Symposium on Wearable Computers …, 2019 | 46 | 2019 |
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 | 36 | 2018 |
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 | 31 | 2021 |
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 | 22 | 2021 |
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 | 14 | 2020 |
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 | 10 | 2022 |
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 | 8 | 2023 |
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 | 8 | 2023 |
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 | 4 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2023 |
On the Benefit of Generative Foundation Models for Human Activity Recognition Z Leng, H Kwon, T Plötz arXiv preprint arXiv:2310.12085, 2023 | 2 | 2023 |
Indoor Localization and Multi-person Tracking Using Privacy Preserving Distributed Camera Network with Edge Computing H Kwon, C Hedge, Y Kiarashi, VSK Madala, R Singh, AS Nakum, ... arXiv preprint arXiv:2305.05062, 2023 | 2 | 2023 |
On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors Y Jain, H Kwon, T Ploetz Adjunct Proceedings of the 2022 ACM International Joint Conference on …, 2022 | 2 | 2022 |
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 | 1 | 2024 |