Title :
Design and VLSI implementation of high-performance face-detection engine for mobile applications
Author :
Han, Dongil ; Choi, Jongho ; Cho, Jae-Il ; Kwak, Dongsu
Abstract :
In this paper, we proposes a novel hardware architecture of face-detection engine for mobile applications. We used MCT (Modified Census Transform) and Adaboost learning technique as basic algorithms of face-detection engine. We have designed, implemented and verified the hardware architecture of face-detection engine for high-performance face detection and real-time processing. The face-detection chip is developed by verifying and implementing through FPGA and ASIC. The developed ASIC chip has advantage in real-time processing, low power consumption, high performance and low cost. So we expect this chip can be easily used in mobile applications.
Keywords :
VLSI; application specific integrated circuits; face recognition; field programmable gate arrays; integrated circuit design; learning (artificial intelligence); object detection; ASIC; Adaboost learning technique; FPGA; VLSI design; high-performance face-detection engine; low power consumption; modified census transform; Engines; Face; Face detection; Field programmable gate arrays; Hardware; Lighting; Real time systems;
Conference_Titel :
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-8711-0
DOI :
10.1109/ICCE.2011.5722820