Semantic segmentation of delayered IC images with shape-variant convolution

• Main Author: Wang, Xue
• Other Authors: Gwee Bah Hwee
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/157539
• Institution: Nanyang Technological University

Semantic segmentation of delayered IC images pertains to the pixel-wise classification of various circuit components in microscopic IC images. It is commonly achieved by training deep convolutional neural networks (CNN) in an end-to-end manner, such as U-net and FCNs. The receptive field of the conv...