Department of Electronical Engineering: Recent submissions
Now showing items 1-5 of 16
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Development of Lip Reading Method From Video Using Deep Learning
Collection: Theses (Master's degree) - Electronical and Computer Engineering / วิทยานิพนธ์ - วิศวกรรมไฟฟ้าและคอมพิวเตอร์Type: Thesis(Silpakorn University, 28/6/2024)This thesis presents a method for improving the efficiency of lip reading through the analysis of keyframes using CNN and LSTM working together, which combines the characteristics of image-based learning with sequential ... -
The Synthesis of current-mode Analog Space Vector Technique PWM circuit
Collection: Theses (Master's degree) - Electronical and Computer Engineering / วิทยานิพนธ์ - วิศวกรรมไฟฟ้าและคอมพิวเตอร์Type: Thesis(Silpakorn University, 28/6/2024)This thesis synthesized and designed a modulated width pulse circuit using a current mode Three-phase Analog Space Vector Signal Generation Technique. The aim is to develop pulse width modulation and enhance the efficiency ... -
Development of Thai Image Captioning Method Using Deep Learning
Collection: Theses (Master's degree) - Electronical and Computer Engineering / วิทยานิพนธ์ - วิศวกรรมไฟฟ้าและคอมพิวเตอร์Type: Thesis(Silpakorn University, 28/6/2024)This thesis designed and developed a deep learning model to create Thai image captions using Convolutional Neural Network (CNN) such as VGG16 and others to extract image features and use Bidirectional LSTM is used to create ... -
Development of an evolutionary clustering method for gene-set enrichment analysis
Collection: Theses (Master's degree) - Electronical and Computer Engineering / วิทยานิพนธ์ - วิศวกรรมไฟฟ้าและคอมพิวเตอร์Type: Thesis(Silpakorn University, 28/6/2024)This thesis proposes a data clustering approach using a particle swarm optimization algorithm to analyze gene pathway importance in microarray analysis. The aim is to present a new clustering tool that provides a diverse ... -
Development of Image Deraining Method Using Deep Learning
Collection: Theses (Master's degree) - Electronical and Computer Engineering / วิทยานิพนธ์ - วิศวกรรมไฟฟ้าและคอมพิวเตอร์Type: Thesis(Silpakorn University, 4/7/2023)This thesis presents a method to remove rain from the image. It is divided into light rain and heavy rain, which have different methods of removing rain. Because there are two ways to remove the rain. Precipitation separation ...