The 2011 IUI workshop on Sketch Recognition was a daylong event held on February 13 th, 2011 in Palo Alto, California. The workshop consisted of an invited talk by Dr. Sharon Oviatt, several short and long talks, a student research poster session, and a series of discussions about pertinent topics in and about the field of sketch recognition.