The two-volume set LNCS 7324/7325 constitutes the refereed proceedings of the 9th International Conference on Image and Recognition, ICIAR 2012, held in Aveiro, Portugal, in June 2012. The 107 revised full papers presented were carefully reviewed and selected from 207 submissions. The papers are organized in topical sections on clustering and classification, image processing, image analysis, motion analysis and tracking, shape representation, 3D imaging, applications, biometrics and face recognition, human activity recognition, biomedical image analysis, retinal image analysis, and call detection and modeling.