MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters

• Main Authors: Zhang, Hang, Chen, Xiang, Hu, Renjiu, Liu, Dongdong, Li, Gaolei, Wang, Rongguang
• Format: Journal Article
• Language: English
• Published: 10.07.2024
• Subjects: Computer Science - Artificial Intelligence; Computer Science - Computer Vision and Pattern Recognition

Many existing learning-based deformable image registration methods impose constraints on deformation fields to ensure they are globally smooth and continuous. However, this assumption does not hold in cardiac image registration, where different anatomical regions exhibit asymmetric motions during re...