Difference between revisions of "2009 Summer Project Week New ITK Level Set Framework"

Revision as of 20:37, 25 June 2009

Home < 2009 Summer Project Week New ITK Level Set Framework

Create a new generic level set framework:

unifies region based, propagation based and advection based methods
makes easier the creation of new evolution terms
with a generic user-defined stopping criterion
with a generic user-defined reinitialization
with the ability to run on any kind of underlying data: point-set, 2-manifold, 3-manifold, image
with standard discrete representations:
- "dense"
- "sparse"
with continuous representations

Base classes have already been designed and implemented.
Validate the design with experts.
Finish the implementation of basic level set evolutions
- discrete case
- continuous case (start with Compactly Supported Radial Basis Functions)

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 <h3>Objective</h3>
-Create a new level set framework which unifies region based, propagation based and advection based method.
+Create a new generic level set framework:
+* unifies region based, propagation based and advection based methods
-This new framework should also allow the user to choose in between
+* makes easier the creation of new evolution terms
-* a discrete version (with an underlying image)
+* with a generic user-defined stopping criterion
-* a parametric method (where the implicit function is expressed as a linear combination of a given set of functions).
+* with a generic user-defined reinitialization
+* with the ability to run on any kind of underlying data: point-set, 2-manifold, 3-manifold, image
+* with standard discrete representations:
+** "dense"
+** "sparse"
+* with continuous representations
 </div>