SURF algorithm in FPGA: a novel architecture for high demanding industrial applications
Niccolò Battezzati, S. Colazzo, M. Maffione, L. Senepa · Design, Automation, and Test in Europe · 2012
Today many industrial applications require object recognition and tracking capabilities. Feature-based algorithms are well-suited for such operations and, among all, Speeded Up Robust Features (SURF) algorithm has been proved to achieve optimal results. However, when high-precision and real time requirements come together, a dedicated hardware is necessary to meet them. In this paper we present a novel architecture for implementing SURF algorithm in FPGA, along with experimental results for different industrial applications.