You need to edit home.php a bit open it and find line 131:
<a href="<?php echo $large[0] ?>" title="<?php the_title(); ?>" data-rel="prettyPhoto" class="zoom" rel="nofollow">View Image</a>
change by this:
<a href="<?php the_permalink() ?>" title="<?php the_title(); ?>" data-rel="prettyPhoto" class="zoom" rel="nofollow">View Image</a>