Recent Submissions

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    Accuracy Improvement for Segmentation and Classification of Wound Tissues through Region-Focus Training 

    Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
    Type: Thesis
    Chanok PATHOMPATAI; ชนก ปฐมเพทาย; pinyo taeprasartsiit; ภิญโญ แท้ประสาทสิทธิ์; Silpakorn University. Science (Silpakorn University, 18/6/2021)
    Segmentation of chronic wound regions from an image aids in following up a wound-healing process without a wound contact. Unlike a wound tracing method, the image-based method imposes no risk of infection. This method is ...
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    WaranusMove : A Machine Learning Tool for analyzing structure of abstract in research article 

    Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
    Type: Thesis
    Ratthaphon CHOOPROM; รัฐพล ชูพรม; tasanawan soonklang; ทัศนวรรณ ศูนย์กลาง; Silpakorn University. Science (Silpakorn University, 12/7/2019)
    WaranusMove: A machine learning tool for analyzing structure of abstract in research article Abstract is a brief summary of a research article and thesis. It is usually used to help readers quickly discover the paper's ...
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    Wound-Region Segmentation from Image by Using Deep Learning and Various Data Augmentation Methods 

    Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
    Type: Thesis
    Nanthipath PHOLBERDEE; นันทิพัฒน์ พลบดี; pinyo taeprasartsiit; ภิญโญ แท้ประสาทสิทธิ์; Silpakorn University. Science (Silpakorn University, 12/7/2019)
    Chronic wound segmentation is an essential task for evaluating wound and its healing progress. However,  accuracy of wound size measurement depends on expertise of the measurer. The measurement result may be significantly ...
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    Locating the eye's pupil center through deep learning using multiscale and non-linearity convolutional regression 

    Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
    Type: Thesis
    Phitchapha LERTSIRAVARAMETH; พิชชาภา เลิศศิรวรเมธ; pinyo taeprasartsiit; ภิญโญ แท้ประสาทสิทธิ์; Silpakorn University. Science (Silpakorn University, 2/7/2021)
    Pupil detection has been of wide interest as it can be utilized in numerous applications, such as human-computer interaction and medical diagnosis. However, the recently proposed methods to locate the pupil rely on laboratory ...
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    Color Data Augmentation through Learning Color-Mapping Parameters between Cameras 

    Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
    Type: Thesis
    Chanachai PUTTARUKSA; ชนะไชย พุทธรักษา; pinyo taeprasartsiit; ภิญโญ แท้ประสาทสิทธิ์; Silpakorn University. Science (Silpakorn University, 12/7/2019)
    In order to achieve a more accurate deep learning model, we need large amount of data. For imaging application, color data augmentation is usually required. Color jittering is a common current practice for such augmentation ...

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