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

    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

    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

    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

    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

    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

    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