The purpose of this chapter is to give an introduction to intensity-based deformable image registration and present a brief overview of the state-of-the-art. First, we lay out the basic principles of deformable registration. Next, the key components of the registration framework are discussed in detail and two popular algorithms for deformable registration are described as an example. We review past studies on respiratory motion estimation for radiotherapy. Finally, we briefly list useful open-source software packages and available image and validation data sets for deformable registration of the thorax.
Sarrut, D, Vandemeulebroucke, J & Rit, S 2013, Intensity-Based Deformable Registration: Introduction and Overview. in J Ehrhardt & C Lorenz (eds), 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy. Biological and Medical Physics, Biomedical Engineering, Springer, pp. 103-124. <http://dx.doi.org/10.1007/978-3-642-36441-9_6>
Sarrut, D., Vandemeulebroucke, J., & Rit, S. (2013). Intensity-Based Deformable Registration: Introduction and Overview. In J. Ehrhardt, & C. Lorenz (Eds.), 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy (pp. 103-124). (Biological and Medical Physics, Biomedical Engineering). Springer. http://dx.doi.org/10.1007/978-3-642-36441-9_6
@inbook{bdab441e45474c5a807b1d1850b8bf30,
title = "Intensity-Based Deformable Registration: Introduction and Overview",
abstract = "The purpose of this chapter is to give an introduction to intensity-based deformable image registration and present a brief overview of the state-of-the-art. First, we lay out the basic principles of deformable registration. Next, the key components of the registration framework are discussed in detail and two popular algorithms for deformable registration are described as an example. We review past studies on respiratory motion estimation for radiotherapy. Finally, we briefly list useful open-source software packages and available image and validation data sets for deformable registration of the thorax.",
keywords = "intensity-based deformable registration, deformable registration, radiation therapy, respiratory motion",
author = "David Sarrut and Jef Vandemeulebroucke and Simon Rit",
note = "Ehrhardt, Jan and Lorenz, Cristian",
year = "2013",
language = "English",
isbn = "978-3-642-36440-2",
series = "Biological and Medical Physics, Biomedical Engineering",
publisher = "Springer",
pages = "103--124",
editor = "Jan Ehrhardt and Cristian Lorenz",
booktitle = "4D Modeling and Estimation of Respiratory Motion for Radiation Therapy",
}