try this.. create a new file with this.. name it to del.php.. go to the file.. tell me what happens..
<?php if (unlink('/home/cantera/public_html/gallery1/images/product_portfolio/columns/dscf4077.JPG')) { echo "Success! the bad image was deleted! :)"; } else { echo "Sorry :( Could not delete the image."; } ?>