Sharpening-Scraper-with-Burnisher Published January 10, 2013 at 355 × 232 in How to Sharpen and Burnish a Cabinet Scraper in Three Steps To finish burnishing your scraper, set it up in a vise and scrape the edge back and forth with the burnisher.