How do I eliminate header image from subpages in WordPress Twenty Eleven Theme?

You could wrap the header image code in a conditional statement…

<?php if (is_front_page()) : ?>
  <!-- header image code -->
<?php endif; ?>

This will tell WordPress to only display the header image on the home page.