OBNB doesn't sell books, but you may be able to find a copy at one of these websites:
Catalogue of the collection of drawings in the Ashmolean Museum by Ashmolean Museum. Published by Clarendon P in 1956. Publication and catalogue information, links to buy online and reader comments.
obnb.uk is a Good Stuff website.