Image processing and deep learning based analysis of 3D X-ray PCB images

• Main Author: Zou, Haoxin
• Other Authors: Gwee Bah Hwee
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167086
• Institution: Nanyang Technological University

In this project, I propose a modified U-Net architecture for segmenting PCB (Printed Circuit Board) images. The proposed model consists of an encoder and a decoder structure with a connection of skip that enable integrations of low-level and high-level features for accurate segmentation. To enhance...