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    1
    A Study of Depth Images Denoising with Deep Convolutional Neural Networks

    2
    Application of Infrared Thermal Imager with Deep Learning for Equipment Fault Diagnosis
    • Department of Electrical Engineering /108/ Master
    • Author: Cheng-Hao Yu   Advisor: Cheng-Chien Kuo
    • High-voltage cast resin transformers play an important role in power supply for many enterprises. H…
    • Clicks: 775  Downloads: 8 
    • Full text public date 2023/07/02 (Intranet public)
    • Full text public date 2025/07/02 (Internet public)
    • Full text public date 2025/07/02 (National library)

    3
    Using Convolutional Neural Network for Classifying Music Genre Based on Samples
    • Department of Computer Science and Information Engineering /105/ Master
    • Author: Cheng-Lung Yeh   Advisor: Yi-Leh Wu
    • The ability of using convolutional neural network (CNN) for classified image have been proved effic…
    • Clicks: 701  Downloads: 0 
    • Full text public date 2022/07/18 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    4
    A Study of Racial Face Recognition Using Synthetic Images with Deep Convolutional Neural Networks
    • Department of Computer Science and Information Engineering /105/ Master
    • Author: Yen-Lun Chen   Advisor: Yi-Leh Wu
    • In the past, people usually employ the facial feature extraction and shallow learners such as decis…
    • Clicks: 743  Downloads: 7 
    • Full text public date 2018/07/18 (Intranet public)
    • Full text public date 2027/07/18 (Internet public)
    • Full text public date 2027/07/18 (National library)

    5
    A Study of General Fine-Grained Classification with Deep Convolutional Neural Networks
    • Department of Computer Science and Information Engineering /103/ Master
    • Author: Tsu-Hsien Lee   Advisor: Yi-Leh Wu
    • Deep Learning usually takes lots of time to train. Without super GPUs, the training time may take 2…
    • Clicks: 608  Downloads: 1 
    • Full text public date 2020/07/20 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    6
    A Study of Person Re-Identification Base on Deep Convolutional Neural Network with Split-Attention Block

    7
    A Study of Different Deep Convolutional Neural Networks on Person Re-Identification

    8
    Real-Time Semantic Segmentation with Dual Encoder and Self-Attention Mechanism for Autonomous Driving
    • Department of Electronic and Computer Engineering /109/ Master
    • Author: Yu-Bang Chang   Advisor: Poki Chen 、 Chang-Hong Lin
    • As the techniques of autonomous driving become more and more valued and universal, real-time semant…
    • Clicks: 742  Downloads: 0 
    • Full text public date 2026/07/21 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    9
    Zernike Coefficient Prediction Techniques of Interference Fringe Based on Convolution Neural Network
    • Graduate Institute of Applied Science and Technology /109/ Doctor
    • Author: Tsai-Hsien Yang   Advisor: Allen Jong-Woei Whang 、 Yi-Yung Chen
    • Aberration coefficients are used to estimate the optical performance and it’s an important referenc…
    • Clicks: 619  Downloads: 0 
    • Full text public date 2023/08/18 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    10
    Study of Knowledge Distillation Based Model Compression by Various Structures with Multi Teachers
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