Title :
Smart camera based on reconfigurable hardware enables diverse real-time applications
Author :
Leeser, Miriam ; Miller, Shawn ; Yu, Haiqian
Author_Institution :
Northeastern Univ., Boston, MA, USA
Abstract :
We demonstrate the use of a "smart camera " to accelerate two very different image processing applications. The smart camera consists of a high quality video camera and frame grabber connected directly to an FPGA processing board. The advantages of this setup include minimizing the movement of large datasets and minimizing the latency by starting to process data before a complete frame has been acquired. The two applications, one from the area of medical image processing and the other from computational fluid dynamics both exhibit speedups of more than 20 times over software implementations on a 1.5 GHz PC. This smart camera setup is enabling image processing implementations that have not, before now, been achievable in real time.
Keywords :
computational fluid dynamics; field programmable gate arrays; medical image processing; minimisation; reconfigurable architectures; video cameras; 1.5 GHz; FPGA processing board; computational fluid dynamics; medical image processing; minimization; reconfigurable hardware; smart camera; video camera; Acceleration; Application software; Biomedical image processing; Computational fluid dynamics; Delay; Field programmable gate arrays; Hardware; Image processing; Retina; Smart cameras;
Conference_Titel :
Field-Programmable Custom Computing Machines, 2004. FCCM 2004. 12th Annual IEEE Symposium on
Print_ISBN :
0-7695-2230-0
DOI :
10.1109/FCCM.2004.53