Linux: Extract single file from a compressed tarball

In Linux, execute the following command:

# tar -zxvf FILE.tar.gz --wildcards --no-anchored SINGLE_FILE_TO_EXTRACT

Where FILE.tar.gz corresponds to compressed tarball file and SINGLE_FILE_TO_EXTRACT is a desired file to extract to original directory inside current directory.