RSS 1.0Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
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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 - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(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 ... -
WaranusMove : A Machine Learning Tool for analyzing structure of abstract in research article
Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(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 ... -
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 - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(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 ... -
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 - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(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 ... -
Color Data Augmentation through Learning Color-Mapping Parameters between Cameras
Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(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 ...