Architecture Design of Versatile Recognition Processor for Sensornet Applications

This article presents the multiobject parallel recognition architecture of a versatile recognition processor (VRP) that detects and recognizes objects from images, videos, sounds, and acceleration signals. It offers eight times better power efficiency than conventional object recognition processors, making it ideal for mobile application platforms and wireless sensor network systems.