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Search: "[ keyword: Deep Learning ]" (67)
    Deep Learning-Based Outlier Detection and Correction for 3D Pose Estimation
    Chan-Yang Ju, Ji-Sung Park, Dong-Ho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 419-426, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.419
    Keywords: Human Pose Estimation, Pose Refinement, Deep Learning


    Explainable Photovoltaic Power Forecasting Scheme Using BiLSTM
    Sungwoo Park, Seungmin Jung, Jaeuk Moon, Eenjun Hwang KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 339-346, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.339
    Keywords: Smart Grid, Photovoltaic Power Forecasting, Deep Learning, Explainable Artificial Intelligence


    Sign Language Dataset Built from S. Korean Government Briefing
    Hohyun Sim, Horyeol Sung, Seungjae Lee, Hyeonjoong Cho KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 325-330, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.325
    Keywords: Sign Language Recognition, Sign Language Translation, Sign Language Segmentation, Sign Language Dataset, Deep Learning


    Electric Power Demand Prediction Using Deep Learning Model with Temperature Data
    Hyoup-Sang Yoon, Seok-Bong Jeong KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 307-314, Jul. 2022
    https://doi.org/10.3745/KTSDE.2022.11.7.307  
    Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data


    Design of Robot Arm for Service Using Deep Learning and Sensors
    Myeong Suk Pak, Kyu Tae Kim, Mo Se Koo, Young Jun Ko, Sang Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 221-228, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.221
    Keywords: Robot Arm, Deep Learning, Inverse Kinematics, Force Sensor


    A Study on Tire Surface Defect Detection Method Using Depth Image
    Hyun Suk Kim, Dong Beom Ko, Won Gok Lee, You Suk Bae KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 211-220, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.211
    Keywords: Tire Defect Detection, Depth Image, Deep Learning, computer vision, image processing


    Deep Learning-Based Model for Classification of Medical Record Types in EEG Report
    Kyoungsu Oh, Min Kang, Seok-hwan Kang, Young-ho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 203-210, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.203
    Keywords: Deep Learning, EEG Report Classification, Natural Language Processing


    An Input Transformation with MFCCs and CNN Learning Based Robust Bearing Fault Diagnosis Method for Various Working Conditions
    Yangjin Seo KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 179-188, Apr. 2022
    https://doi.org/10.3745/KTSDE.2022.11.4.179
    Keywords: Bearing Fault Diagnosis, Deep Learning, Distribution Difference, MFCCs, CNN


    Comparison of Korean Classification Models’ Korean Essay Score Range Prediction Performance
    Heeryon Cho, Hyeonyeol Im, Yumi Yi, Junwoo Cha KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 133-140, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.133
    Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification


    Image-Based Application Testing Method Using Faster D2-Net for Identification of the Same Image
    Chun Hye-Won, Jo Min-Seok, Han Sung-Soo, Jeong Chang-Sung KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 87-92, Feb. 2022
    https://doi.org/10.3745/KTSDE.2022.11.2.87
    Keywords: Application Test, Deep Learning, Image matching, Feature matching, Image Compare


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