2 papers
cs.CV2026
Meta-Initialization of Implicit Neural Representations to Accelerate Deformable Medical Image Registration
Marat O. Zinovev, Dmitry V. Sorokin
Implicit neural representation (INR) methods for deformable medical image registration require the network parameters to be optimized for each new image pair, making adaptation spe…
cs.CV2025
Deformable Medical Image Registration with KAN-based Implicit Neural Representations
Nikita Drozdov, Marat Zinovev, Dmitry Sorokin
Deformable image registration (DIR) is central to medical image analysis, supporting spatial alignment for longitudinal studies and multi-modal fusion. Learning-based methods such…