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There is a rapidly growing demand for using intelligent cameras for various applications in surveillance and identification. Most of these applications have real-time demands and require huge processing capacity. Face recognition is one of those applications highly in demand. In this paper we show that we can run face recognition in real-time by implementing the algorithm on an architecture which combines a massively parallel processor with a high performance Digital Signal Processor. In thisdoi:10.2498/cit.1000899 fatcat:cgwpd5xbyzd6jozj5hasp5qxb4