寻找线和建筑金字塔与飞溅2

Lynn Abbott, Peter M. Athanas, Luna Chen, Robert L. Elliott
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引用次数: 64

摘要

本文介绍了利用自定义计算平台SPLASH 2设计和实现两种图像处理算法。SPLASH 2是一个可重新配置的系统,可以定制以执行各种各样的任务。这里讨论的具体任务是霍夫变换。一个著名的技术,用于检测图像中的线条,和金字塔生成。将单个图像转换成空间分辨率依次较低的一组经过滤波的图像的过程。本文描述了如何将这些计算密集型进程映射到SPLASH 2硬件上。这两种工艺都被设计成高速运行。特别是,高斯金字塔(低通)和拉普拉斯金字塔(带通)的生成可以同时实时地使用来自摄像机的图像,假设标准帧速率为每秒30张图像。结果说明了基于fpga的可重构机器在图像处理应用中的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Finding lines and building pyramids with SPLASH 2
This paper describes the design and implementation of two image-processing algorithms using the SPLASH 2 custom computing platform. SPLASH 2 is a reconfigurable system that can be tailored to perform a wide variety of tasks. The particular tasks discussed here are the Hough transform. A well-known technique for detecting lines in an image, and pyramid generation. The process of transforming a single image into a set of filtered images with successively lower spatial resolution. This paper describes how these computationally intensive processes have been mapped onto SPLASH 2 hardware. Both processes have been designed to operate at high speed. In particular, the generation of both Gaussian (low-pass) and Laplacian (band-pass) pyramids can occur concurrently in real time using images from a video camera, assuming the standard frame rate of 30 images per second. Results are presented to illustrate the efficacy of reconfigurable FPGA-based machines to image processing applications.<>
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