Create custom Header and Footer for a page that uses diffrent theme then the rest of the website

What you want to do is create separate page templates then in those page templates where you call the WP header, you would reference different headers.

By default your theme will have these:
header.php
page.php

In your page.php there’s a line wp_header();

When you make your template, which can easily just be a copy of page.php with a few minor changes, you would then reference a different header file.

ie. wp_header( 'new' );

Then you have to have a file like header-new.php in your theme directory.

The same thing applies to footer.php and wp_footer();.