OBJECTIVES
One of the major issues of
3D ultrasound echography compounding is image
registration. Due to patient's movement, inexact speed of sound estimation and
probe movement inaccuracy the different volumes are misregistred
and therefore, the compounding is blurred. The complete scan may take some
time, while the patient may move and/or breath. Relevant features may be hidden
and mislead the diagnostic. The aim is to register the different volumes prior
to compute the compounding.
There are many techniques
of image registration [7]. The objective of this project is to evaluate
a new technique for 3D volume elastic registration presented in [1]. It is
based in volume subdivision, block matching using mutual information [2] and
thin-plate spline global interpolation. The main goal
is to implement these elastic transformations, evaluate them with several cases
and propose improvements.
Theoretical work will be
needed to understand the underlying principles of these techniques, specially regarding the implementation of the mutual
information metric and the probability estimations needed to compute it.
Three-dimensional splines need also to be understood
and implemented.