diff --git a/stepmania/src/Course.cpp b/stepmania/src/Course.cpp
index 1dc1450772..d040904603 100644
--- a/stepmania/src/Course.cpp
+++ b/stepmania/src/Course.cpp
@@ -115,9 +115,7 @@ void Course::LoadFromCRSFile( CString sPath )
 	if( !msd.ReadFile(sPath) )
 		RageException::Throw( "Error opening CRS file '%s'.", sPath.c_str() );
 
-	CString sDir, sFName, sExt;
-	splitrelpath( sPath, sDir, sFName, sExt );
-	sFName = sDir + sFName;
+	const CString sFName = SetExtension( sPath, "" );
 
 	CStringArray arrayPossibleBanners;
 	GetDirListing( sFName + ".png", arrayPossibleBanners, false, true );
diff --git a/stepmania/src/NotesLoaderKSF.cpp b/stepmania/src/NotesLoaderKSF.cpp
index f9bae1aec6..ddd64e5fea 100644
--- a/stepmania/src/NotesLoaderKSF.cpp
+++ b/stepmania/src/NotesLoaderKSF.cpp
@@ -101,7 +101,7 @@ bool KSFLoader::LoadFromKSFFile( const CString &sPath, Steps &out, const Song &s
 
 	{
 		CString sDir, sFName, sExt;
-		splitrelpath( sPath, sDir, sFName, sExt );
+		splitpath( sPath, sDir, sFName, sExt );
 		sFName.MakeLower();
 
 		out.SetDescription(sFName);