19 September 1995 Accelerating image filters using a custom computing machine
Author Affiliations +
Abstract
This paper describes the use of the SPLASH-2 custom computing platform for real-time median and morphological filtering images. SPLASH-2 is an FPGA-based attached processor that can be reconfigured to perform a wide variety of tasks. Although not specifically designed for image processing, the architecture is well suited for the repetitive computations and high data transfer rates that characterize most low-level image processing problems. Median filtering is a particularly good benchmark, since nonlinear rank ordering must be performed for 2D neighborhoods at every pixel location in an image. General-purpose workstations are inefficient at such tasks, whereas SPLASH-2 can be configured to perform this at a rate of 30 images per second. This paper presents the hardware/software codesign process that we have used to implement this operation, which can be pipelined with other operations by using additional SPLASH-2 processor boards. The results presented here illustrate that custom computing architectures are much faster than conventional uniprocessors, and offer an attractive altrenative to dedicated special-purpose harware when high performance is required.
© (1995) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
A. Lynn Abbott, Peter M. Athanas, Adit D. Tarmaster, "Accelerating image filters using a custom computing machine", Proc. SPIE 2607, Field Programmable Gate Arrays (FPGAs) for Fast Board Development and Reconfigurable Computing, (19 September 1995); doi: 10.1117/12.221346; https://doi.org/10.1117/12.221346
PROCEEDINGS
9 PAGES


SHARE
Back to Top