کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
495785 | 862838 | 2013 | 9 صفحه PDF | دانلود رایگان |
Statistical appearance models have previously been used for computer face recognition applications in which an image patch is synthesized and morphed to match a target face image using an automated iterative fitting algorithm. Here we describe an alternative use for appearance models, namely for producing facial composite images (sometimes referred to as E-FIT or PhotoFIT images). This application poses an interesting real-world optimization problem because the target face exists in the mind of the witness and not in a tangible form such as a digital image. To solve this problem we employ an interactive evolutionary algorithm that allows the witness to evolve a likeness to the target face. A system based on our approach, called EFIT-V, is used frequently by three quarters of UK police constabularies.
Figure optionsDownload as PowerPoint slideHighlights
► We describe our holistic method for facial composite construction.
► Plausible faces were generated using an appearance model.
► Face parameters were optimised using an interactive evolutionary algorithm.
► A software application (EFIT-V) is used by policing and law enforcement agencies.
Journal: Applied Soft Computing - Volume 13, Issue 7, July 2013, Pages 3298–3306