This book constitutes the refereed proceedings of the 5th International Workshop on Biomedical
Image Registration WBIR 2012 held in Nashville Tennessee USA in July 2012. The 20 full
papers and 11 poster papers included in this volume were carefully reviewed and selected from
44 submitted papers. They full papers are organized in the following topical sections: multiple
image sets brain non-rigid anatomy and frameworks and similarity measures.