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- research-articleOctober 2024
Tracking the Blur: Accurate Ball Trajectory Detection in Broadcast Sports Videos
- Vanyi Chao,
- Hoang Quoc Nguyen,
- Ankhzaya Jamsrandorj,
- Yin May Oo,
- Kyung-Ryoul Mun,
- Hyowon Park,
- Sangwon Park,
- Jinwook Kim
MMSports '24: Proceedings of the 7th ACM International Workshop on Multimedia Content Analysis in SportsPages 41–49https://doi.org/10.1145/3689061.3689075Ball trajectory data is one of the most fundamental and useful pieces of information for evaluating players' performance and analyzing game strategies in ball sports. Although vision-based object tracking techniques have been developed to analyze sports ...
- research-articleNovember 2024
LEAF: An Adaptation Framework against Noisy Data on Edge through Ultra Low-Cost Training
DAC '24: Proceedings of the 61st ACM/IEEE Design Automation ConferenceArticle No.: 160, Pages 1–6https://doi.org/10.1145/3649329.3656256The deployment of machine learning in real-life computer vision applications is often subject to the degraded input data by various noise sources and time-varying conditions. Continual re-training is one potential solution to adapt to the real-time noise ...
Viewer2Explorer: Designing a Map Interface for Spatial Navigation in Linear 360 Museum Exhibition Video
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 400, Pages 1–15https://doi.org/10.1145/3613904.3642952The pandemic has contributed to the increased digital content development for remote experiences. Notably, museums have begun creating virtual exhibitions using 360-videos, providing a sense of presence and high level of immersion. However, 360-video ...
- Work in ProgressMay 2024
VR-SSVEPeripheral: Designing Virtual Reality Friendly SSVEP Stimuli using Peripheral Vision Area for Immersive and Comfortable Experience
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 364, Pages 1–7https://doi.org/10.1145/3613905.3651084Recent VR HMDs embed various bio-sensors (e.g., EEG, eye-tracker) to expand the interaction space. Steady-state visual evoked potential (SSVEP) is one of the most utilized methods in BCI, and recent studies are attempting to design novel VR interactions ...
- research-articleMarch 2024
The Differential Effects of Multisensory Attentional Cues on Task Performance in VR Depending on the Level of Cognitive Load and Cognitive Capacity
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 30, Issue 5Pages 2703–2712https://doi.org/10.1109/TVCG.2024.3372126As the utilization of VR is expanding across diverse fields, research on devising attentional cues that could optimize users' task performance in VR has become crucial. Since the cognitive load imposed by the context and the individual's cognitive ...
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- research-articleFebruary 2024
View-independent gait events detection using CNN-transformer hybrid network
- Ankhzaya Jamsrandorj,
- Dawoon Jung,
- Konki Sravan Kumar,
- Muhammad Zeeshan Arshad,
- Hwasup Lim,
- Jinwook Kim,
- Kyung-Ryoul Mun
Journal of Biomedical Informatics (JOBI), Volume 147, Issue Chttps://doi.org/10.1016/j.jbi.2023.104524AbstractAccurate gait detection is crucial in utilizing the ample health information embedded in it. Vision-based approaches for gait detection have emerged as an alternative to the exacting sensor-based approaches, but their application has been rather ...
Graphical abstractDisplay Omitted
Highlights- A reliable vision-based approach for gait event detection is proposed.
- The proposed method achieved outstanding performance in detecting both standard and peculiar gaits.
- The gait events were accurately detected regardless of ...
- research-articleOctober 2023
Effects of Reward Schedule and Avatar Visibility on Joint Agency During VR Collaboration
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 29, Issue 11Pages 4372–4382https://doi.org/10.1109/TVCG.2023.3320221Joint agency, a group-level sense of agency, has been studied as an essential social cognitive element while engaging in collaborative tasks. The joint agency has been actively investigated in diverse contexts (e.g., performance, reward schedules, and ...
- short-paperMarch 2023
Holobot: Hologram based Extended Reality Telepresence Robot
HRI '23: Companion of the 2023 ACM/IEEE International Conference on Human-Robot InteractionPages 60–64https://doi.org/10.1145/3568294.3580043Nowadays, telepresence systems based on the Extended Reality (XR) system are actively developed and used for remote collaboration due to COVID-19. Still, several issues, such as limited traversable space in Virtual Reality (VR) and require all ...
- research-articleDecember 2022
The effects of spatial configuration on relative translation gain thresholds in redirected walking
AbstractIn this study, we explore how spatial configurations can be reflected in determining the threshold range of Relative Translation Gains (RTGs), a translation gain-based Redirected Walking (RDW) technique that scales the user’s movement in Virtual ...
- extended-abstractNovember 2022
Seung-ee and Kkaebi: A VR-Mobile Cross Platform Game based on Co-Presence for a Balanced Immersive Experience
CHI PLAY '22: Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in PlayPages 273–278https://doi.org/10.1145/3505270.3558380A growing number of VR games are published in the market as head-mounted devices (HMD) become more widespread. However, most VR games are targeted for a single-player audience, and cross-platform VR experiences where multiple players are engaged have ...
- research-articleNovember 2021
Ray-tracing based Channel Modeling for Rough-boundary Environments
MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)Pages 629–634https://doi.org/10.1109/MILCOM52596.2021.9653090Wireless ad-hoc network which has not been supported by centralized infrastructure is widely used because of its utilitarian ability. Thanks to a low-complex aspect, It is favorable for IoBT (Internet of Battlefield Things) applications. Propagation ...
- abstractApril 2020
Petbe: Projecting a Real Being onto a Social Robot Using Contextual Data for a Pet Monitoring Method
HRI '20: Companion of the 2020 ACM/IEEE International Conference on Human-Robot InteractionPages 290–292https://doi.org/10.1145/3371382.3378236The demand for pet monitoring devices is growing due to the increasing number of one-person households raising pets. However, current monitoring methods using video camera entail various problems, which may lead to discontinued usage. To overcome this ...
- research-articleApril 2019
Integrated SC/OFDM Receiver Design for Efficient Phase Noise Mitigation in IEEE 802.11ad
2019 IEEE Wireless Communications and Networking Conference (WCNC)Pages 1–6https://doi.org/10.1109/WCNC.2019.8885470In IEEE 802.11ad, single carrier (SC) and orthogonal frequency-division multiplexing (OFDM) transmissions are supported as mandatory and optional transmission schemes, respectively. Both transmission schemes can be implemented with a minimum increase in ...
- research-articleAugust 2018
Systematic Design Method of Controller using Discrete Fuzzy PI Control and Particle Swarm Optimization
2018 IEEE 14th International Conference on Automation Science and Engineering (CASE)Pages 1581–1586https://doi.org/10.1109/COASE.2018.8560373This paper presents a systematic design method of a controller using the discrete fuzzy PI control and the particle swarm optimization (PSO). Unlike a conventional PI controller, the discrete fuzzy PI controller has variable gains according to its input ...
- research-articleSeptember 2017
Exponential coordinates based rotation stabilization for panoramic videos
2017 IEEE International Conference on Image Processing (ICIP)Pages 46–50https://doi.org/10.1109/ICIP.2017.8296240We propose a practical algorithm for stabilizing panoramic video. We represent a stabilizing rotation by using exponential coordinates and compute the stabilizing rotation for all video frames by smoothing the shaky trajectories of visual features on the ...
- research-articleJuly 2017
Data-driven physics for human soft tissue animation
- Meekyoung Kim,
- Gerard Pons-Moll,
- Sergi Pujades,
- Seungbae Bang,
- Jinwook Kim,
- Michael J. Black,
- Sung-Hee Lee
ACM Transactions on Graphics (TOG), Volume 36, Issue 4Article No.: 54, Pages 1–12https://doi.org/10.1145/3072959.3073685Data driven models of human poses and soft-tissue deformations can produce very realistic results, but they only model the visible surface of the human body and cannot create skin deformation due to interactions with the environment. Physical ...
- research-articleJuly 2017
Improving time-delay control for robot manipulators using TSK fuzzy logic control systems
2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)Pages 1743–1748https://doi.org/10.1109/AIM.2017.8014270We propose an enhanced time-delay controller (TDC) for robot manipulators using Takagi-Sugeno-Kang (TSK) fuzzy control systems. The proposed controller has three terms: a time-delay estimation (TDE) term to estimate and cancel continuous nonlinearities of ...
- research-articleJune 2016
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs
SIGMOD '16: Proceedings of the 2016 International Conference on Management of DataPages 447–461https://doi.org/10.1145/2882903.2915204A fast and scalable graph processing method becomes increasingly important as graphs become popular in a wide range of applications and their sizes are growing rapidly. Most of distributed graph processing methods require a lot of machines equipped with ...
- research-articleMay 2016
A Novel Laser Ultrasound Transducer Using Candle Soot Carbon Nanoparticles
IEEE Transactions on Nanotechnology (ITN), Volume 15, Issue 3Pages 395–401https://doi.org/10.1109/TNANO.2016.2536739As a novel composite material for laser ultrasound transducer, candle soot nanoparticles polydimethylsiloxane (CSPs-PDMS) has been demonstrated to generate high frequency, broadband, and high-amplitude ultrasound waves. In this study, we investigated the ...
- research-articleOctober 2015
Time delay control of a pump-controlled electro-hydraulic actuator
2015 15th International Conference on Control, Automation and Systems (ICCAS)Pages 847–850https://doi.org/10.1109/ICCAS.2015.7364739This paper presents an accurate position control for a pump-controlled electro-hydraulic actuator (EHA) using time-delay estimation (TDE). The TDE technique is used to estimate nonlinear terms of EHA, which is a third order nonlinear system. The measured ...