no, power gallery does not set the images alt text.
you can edit the /galleries/<selected gallery>/index.php file (where <selected gallery> is the active gallery type) and change the alt tag:
alt=""
to:
alt="'.str_replace('"', '\"', $row_images['title']).'"
which will use the title for the alt tag