Customize the form-portion of a view
You can override views-exposed-form.tpl.php template.
In this overrided template you can putup own div wrapper etc.
How to override any template(tpl) visit here.

You can also use hook_form_alter. It perform alterations before a form is rendered. So using this add some alteration on form.