Hello @Vincent,
Welcome to the ITK community! 
This can cause issues. If a binary that just works across many linux platforms is desired, check out dockbuild.
Otherwise, -static is used with the executables generated, add -DITK_DYNAMIC_LOADING:BOOL=OFF to your ITK CMake configuration flags. But, dockbuild is preferred :-).
HTH,
Matt