Accelerating video and image processing design for FPGA using HDL coder and simulink

J. Hai, Ooi Chee Pun, T. Haw
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引用次数: 15

Abstract

Video and Image Processing solution requiring high throughput rate are often implemented in a dedicated hardware such as FPGA. The design process traditionally uses Verilog and VHDL for synthesizing and validating the hardware. These design process are technically complex and time consuming. In this paper, we present an alternative approach using a model based design framework based on HDL Coder, Vision HDL Toolbox and Simulink to accelerate the design of video and image solution. Several important issues in this framework are discussed namely, Pixel Streaming Design, Co-simulation and FPGA in the Loop (FIL). Based on this framework, a video of human walking are processed to extract out two features which are the human height and edge. The design is implemented in an Altera DE2-115 FPGA board. The goal of this paper is to tackle the technical complexity and reduce development time of traditional FPGA design.
利用HDL编码器和simulink加速FPGA的视频和图像处理设计
要求高吞吐率的视频和图像处理解决方案通常在FPGA等专用硬件中实现。设计过程传统上使用Verilog和VHDL进行硬件的综合和验证。这些设计过程在技术上是复杂和耗时的。本文提出了一种基于HDL编码器、Vision HDL工具箱和Simulink的基于模型的设计框架来加速视频图像解决方案的设计。讨论了该框架中的几个重要问题,即像素流设计、协同仿真和FPGA在环(FIL)。在此框架下,对一段人体行走视频进行处理,提取出人体高度和边缘两个特征。该设计在Altera DE2-115 FPGA板上实现。本文的目标是解决传统FPGA设计的技术复杂性和缩短开发时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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