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A Tournament of Transformation Models: B-Spline-based vs. Mesh-based Multi-Objective Deformable Image Registration. (arXiv:2401.16867v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
The transformation model is an essential component of any deformable image
registration approach. It provides a representation of physical deformations
between images, thereby defining the range and realism of registrations that
can be found. Two types of transformation models have emerged as popular
choices: B-spline models and mesh models. Although both models have been
investigated in detail, a direct comparison has not yet been made, since the
models are optimized using very different optimization methods in practice.
B-spline models are …
arxiv cs.cv found image images mesh multi-objective popular registration registrations representation spline transformation types