Deep learning-based concrete image analysis and generalization capability

• Main Author: Qian, Hanjie
• Other Authors: Xie Lihua
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; Deep learning; SEM; Concrete; Micro-structure
• Online Access: https://hdl.handle.net/10356/180162
• Institution: Nanyang Technological University

Concrete is one of the most widely used materials in the world, playing a fundamental role in modern human civilization. The analysis of concrete's microstructure contributes to the design and improvement of concrete compositions. Scanning electron microscopy (SEM) imaging is the most common an...