Digital Library
Search: "[ author: Yong-Geun Hong ]" (7)
Research on the Use of Multimodal Data for Detecting Emergency Situations Involving Elderly People Living Alone
Suyeon Lim, Seongbok Baik, Yong-Geun Hong The Transactions of the Korea Information Processing Society,
Vol. 14, No. 11, pp. 950-959,
Nov.
2025
https://doi.org/10.3745/TKIPS.2025.14.11.950
Keywords: Multimodal Data, Anomaly Detection, Early Fusion
Keywords: Multimodal Data, Anomaly Detection, Early Fusion
Cross-Platform Optimization of ROS 2-based Real-time Object Detection Systems
Eunjin Hwang, Seongbok Baik, Yong-Geun Hong The Transactions of the Korea Information Processing Society,
Vol. 14, No. 11, pp. 896-906,
Nov.
2025
https://doi.org/10.3745/TKIPS.2025.14.11.896
Keywords: Client-Server architecture, GStreamer, ROS 2, Docker
Keywords: Client-Server architecture, GStreamer, ROS 2, Docker
A Study on Machine Learning -based River Water Level Prediction Model for Flood Prevention
DeokHyun You, Heesun Roh, Suyeon Lim, Seongbok Baik, Yong-Geun Hong The Transactions of the Korea Information Processing Society,
Vol. 14, No. 6, pp. 431-450,
Jun.
2025
https://doi.org/10.3745/TKIPS.2025.14.6.431
Keywords: River Water Level Prediction, Flood Prediction, Machine Learning-based Predcition Models
Keywords: River Water Level Prediction, Flood Prediction, Machine Learning-based Predcition Models
A Study on the Application of Task Offloading for Real-Time Object Detection in Resource-Constrained Devices
Jang Shin Won, Yong-Geun Hong KIPS Transactions on Computer and Communication Systems,
Vol. 12, No. 12, pp. 363-370,
Dec.
2023
https://doi.org/10.3745/KTCCS.2023.12.12.363
Keywords: Autonomous Driving, Object Detection, Task offloading, Resource-Constrained Device, Real-Time
Keywords: Autonomous Driving, Object Detection, Task offloading, Resource-Constrained Device, Real-Time
Intelligent Bridge Safety Prediction Edge System
Jinhyo Park, Taejin Lee, Yong-Geun Hong, Joosang Youn KIPS Transactions on Computer and Communication Systems,
Vol. 12, No. 12, pp. 357-362,
Dec.
2023
https://doi.org/10.3745/KTCCS.2023.12.12.357
Keywords: Safety Prediction, Fast Fourier transform, Principal Component Analysis
Keywords: Safety Prediction, Fast Fourier transform, Principal Component Analysis
A Study on the Image/Video Data Processing Methods for Edge Computing-Based Object Detection Service
Jang Shin Won, Yong-Geun Hong KIPS Transactions on Computer and Communication Systems,
Vol. 12, No. 11, pp. 319-328,
Nov.
2023
https://doi.org/10.3745/KTCCS.2023.12.11.319
Keywords: EdgeX Foundry, Edge Computing, Object Detection, Artificial intelligence
Keywords: EdgeX Foundry, Edge Computing, Object Detection, Artificial intelligence
A Study on the System for AI Service Production
Yong-Geun Hong KIPS Transactions on Computer and Communication Systems,
Vol. 11, No. 10, pp. 323-332,
Oct.
2022
https://doi.org/10.3745/KTCCS.2022.11.10.323
Keywords: Artificial intelligence, Object Detection, AI Inference, AI Production, Edge Computing
Keywords: Artificial intelligence, Object Detection, AI Inference, AI Production, Edge Computing