I want the file input will automatic upload my image without enter any submit button.
With more recent versions you can also just set the autoUpload option to true:
$('#fileupload').fileupload({ autoUpload: true });
You can submit the form on the file input's onchange event, like this:
$("input[name=upload]").change(function() { $(this).closest("form").submit(); });