J.B.
We were in Home Depot just the other day and saw a kit for refinishing your cabinets (maybe the same one you mention at Lowes) but anyway these kits work perfectly fine if the directions are followed to the letter.
You dont mention if these cabinets have a stain on them already or are bare wood. If bare wood, ANY of the Minwax products are awesome. If they are already finished, look into the kits mentioned above.