diff --git a/Examples/DimensionReduction/ICAExample.cxx b/Examples/DimensionReduction/ICAExample.cxx
index 8f25aa138686d387af8c7294eb1b9029d06377b1..de8f90de76b6d09556bc2afdfd18e8ce25dc2047 100644
--- a/Examples/DimensionReduction/ICAExample.cxx
+++ b/Examples/DimensionReduction/ICAExample.cxx
@@ -203,7 +203,7 @@ int main(int itkNotUsed(argc), char* argv[])
   // \itkcaption[PCA Filter (forward trasnformation)]{Result of applying the
   // \doxygen{otb}{FastICAImageFilter} to an image. From left
   // to right:
-  // original image, color composition with first three principal
+  // original image, color composition with first three independant
   // components and output of the
   // inverse mode (the input RGB image).}
   // \label{fig:FastICA_FILTER}