Semantic segmentation of delayered IC images with shape-variant convolution

• 主要作者: Wang, Xue
• 其他作者: Gwee Bah Hwee
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/157539

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...