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Search: "[ keyword: 딥러닝 ]" (50)
    Analysis of Research Trends in Deep Learning-Based Video Captioning
    Lyu Zhi, Eunju Lee, Youngsoo Kim KIPS Transactions on Software and Data Engineering, Vol. 13, No. 1, pp. 35-49, Jan. 2024
    https://doi.org/10.3745/KTSDE.2024.13.1.35
    Keywords: Video Captioning, computer vision, Natural Language Processing, Deep Learning


    Kernel-Based Video Frame Interpolation Techniques Using Feature Map Differencing
    Dong-Hyeok Seo, Min-Seong Ko, Seung-Hak Lee, Jong-Hyuk Park KIPS Transactions on Software and Data Engineering, Vol. 13, No. 1, pp. 17-27, Jan. 2024
    https://doi.org/10.3745/KTSDE.2024.13.1.17
    Keywords: Deep Learning, Frame Differencing, Video Frame Interpolation, U-net


    Development of Gas Type Identification Deep-learning Model through Multimodal Method
    Seo Hee Ahn, Gyeong Yeong Kim, Dong Ju Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 12, pp. 525-534, Dec. 2023
    https://doi.org/10.3745/KTSDE.2023.12.12.525
    Keywords: AI, Deep Learning, Multimodal, Gas Detection, Gas Identification


    Research on ITB Contract Terms Classification Model for Risk Management in EPC Projects: Deep Learning-Based PLM Ensemble Techniques
    Hyunsang Lee, Wonseok Lee, Bogeun Jo, Heejun Lee, Sangjin Oh, Sangwoo You, Maru Nam, Hyunsik Lee KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, pp. 471-480, Nov. 2023
    https://doi.org/10.3745/KTSDE.2023.12.11.471
    Keywords: EPC Projects, ITB Documents, Deep Learning, PLM, ELECTRA


    A Study on Korean Speech Animation Generation Employing Deep Learning
    Suk Chan Kang, Dong Ju Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 10, pp. 461-470, Oct. 2023
    https://doi.org/10.3745/KTSDE.2023.12.10.461
    Keywords: Speech animation, Deep Learning, Viseme, Co-articulation, Blendshape


    Deep Learning-Based Dynamic Scheduling with Multi-Agents Supporting Scalability in Edge Computing Environments
    JongBeom Lim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 9, pp. 399-406, Sep. 2023
    https://doi.org/10.3745/KTSDE.2023.12.9.399
    Keywords: Dynamic Scheduling, Deep Learning, Cloud computing, Edge Cloud, Multi-agent


    Predicting the Number of Confirmed COVID-19 Cases Using Deep Learning Models with Search Term Frequency Data
    Sungwook Jung KIPS Transactions on Software and Data Engineering, Vol. 12, No. 9, pp. 387-398, Sep. 2023
    https://doi.org/10.3745/KTSDE.2023.12.9.387
    Keywords: Deep Learning Algorithms, Number of Confirmed COVID-19 Cases, Search Term Frequency Data, Time-Series Data


    A Study on Peak Load Prediction Using TCN Deep Learning Model
    Lee Jung Il KIPS Transactions on Software and Data Engineering, Vol. 12, No. 6, pp. 251-258, Jun. 2023
    https://doi.org/10.3745/KTSDE.2023.12.6.251
    Keywords: Peak Load Prediction, Artificial neural network, Deep Learning, Hyper Parameter Optimization


    Development of Medical Image Quality Assessment Tool Based on Chest X-ray
    Gi-Hyeon Nam, Dong-Yeon Yoo, Yang-Gon Kim, Joo-Sung Sun, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 12, No. 6, pp. 243-250, Jun. 2023
    https://doi.org/10.3745/KTSDE.2023.12.6.243
    Keywords: Chest X-ray, quality assessment, Deep Learning, Machine Learning


    Quadruped Robot for Walking on the Uneven Terrain and Object Detection using Deep Learning
    Myeong Suk Pak, Seong Min Han, Sang Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 237-242, May. 2023
    https://doi.org/10.3745/KTSDE.2023.12.5.237
    Keywords: Quadruped Robot, Deep Learning, Object Detection, Walking Robo


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