2D/3D image registration using deep learning

• Main Author: Dai, Yuhe
• Other Authors: Huang Weimin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• Online Access: https://hdl.handle.net/10356/167753
• Institution: Nanyang Technological University

Image registration is a fundamental task in computer vision, particularly in medical image processing. It has numerous applications in the medical field, but medical images often contain undesirable artifacts that can compromise the accuracy of registration results. Additionally, current CNN-based m...