@@ -78,7 +78,7 @@ \section{Registration Framework}
7878function. Since the moving transform is shared between metric and optimizer,
7979the above process will be repeated till the convergence criteria are met.
8080
81- Later in section ~\ref {sec:FeaturesOfTheRegistrationFramework } you will get a
81+ Later in Section ~\ref {sec:FeaturesOfTheRegistrationFramework } you will get a
8282better understanding of the behind-the-scenes processes of ITKv4 registration
8383framework. First, we begin with some simple registration examples.
8484
@@ -182,7 +182,7 @@ \section{Features of the Registration Framework}%
182182Only those cases may require invoking the \code {GetInverse()}
183183method that most transforms offer. Before attempting this,
184184read the examples on resampling illustrated in
185- section ~\ref {sec:GeometricalTransformationFilters } in order to
185+ Section ~\ref {sec:GeometricalTransformationFilters } in order to
186186familiarize yourself with the correct interpretation of the transforms.
187187
188188Now we come back to the situation illustrated in
@@ -232,7 +232,7 @@ \section{Multi-Modality Registration}%
232232different groups~\cite {Collignon1995 ,Maes97 ,Viola1997 }; a more detailed review
233233can be found in~\cite {Hajnal2001 ,Pluim2003 }. The Insight Toolkit currently
234234provides two different implementations of Mutual Information metrics (see
235- section ~\ref {sec:Metrics } for details). The following example illustrates the
235+ Section ~\ref {sec:Metrics } for details). The following example illustrates the
236236practical use of one of these metrics.
237237
238238\subsection {Mattes Mutual Information }%
@@ -320,7 +320,7 @@ \subsection{Fundamentals}
320320
321321\section {Multi-Stage Registration }%
322322\label {sec:MultiStageRegistration }
323- In section ~\ref {sec:MultiResolutionRegistration } you noticed how to tweak
323+ In Section ~\ref {sec:MultiResolutionRegistration } you noticed how to tweak
324324component settings between multi-resolution levels and saw how it can benefit the
325325registration process. That is, the matching metric gets close to the optimal
326326value before final parameter adjustments in full resolution.
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