Resource-aware architecture design and implementation of hough transform for a real-time iris boundary detection system
Hau Ngo, Ryan N. Rakvic, Randy P. Broussard, Robert W. Ives · IEEE Transactions on Consumer Electronics · 2014
In this paper, a resource efficient architecture design for the circular Hough transform based on Field Programmable Gate Array (FPGA) technology is presented. The circular Hough transform is implemented to detect iris boundary in a binary edge image. A novel modular design is proposed to reduce the required memory space by 93% compared to the direct implementation while maintaining a high detection rate over 92%. The parallel-pipelined implementation of the proposed architecture demonstrates a high speed processing capability that is suitable to support real-time iris recognition in resource constrained systems. Therefore, the proposed technology can be used in portable consumer devices such as mobile phones and tablets where iris recognition application is involved.