首页|基于FPGA的实时边缘检测控制系统研究

基于FPGA的实时边缘检测控制系统研究

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本文属于图像识别处理技术领域,提出一种基于FPGA的实时边缘检测控制系统.本文通过FPGA对摄像头进行寄存器配置,采集并得到原始图像,对采集的图像进行数字图像灰度处理,均值滤波、sobel边缘检测计算、二值化处理后并转化为RGB等操作,提取出目标图像的图像边缘轨迹,把图像边缘数据缓存到DDR里面,通过对FPGA内部DDR读写控制模块的处理,把DDR内部图像数据转成RGB格式,并通过HDMI显示器实时显示出目标图像边缘.本文采用改进型的sobel边缘提取算法,能够在边缘提取过程中细化边缘宽度,去除伪边缘,同时滤除多余的图像噪声,使输出的边缘图像更加符合实际的边缘信息.
Research on Real-time Edge Detection Control System Based on FPGA
This paper belongs to the field of image recognition processing technology,and proposes a real-time edge detection control system based on FPGA.In this paper,FPGA is used to configure the register of the camera,collect and obtain the original image,perform digital image grayscale processing,mean value filtering,sobel edge detection and calculation,binary processing,and then convert it into RGB,extract the image edge track of the target image,cache the image edge data into the DDR,and process the DDR read-write control module inside the FPGA,The DDR internal image data is converted to RGB format,and the edge of the target image is displayed in real time through the HDMI display.In this paper,the improved sobel edge extraction algorithm is used to refine the edge width,remove false edges,and filter out redundant image noise,so that the output edge image is more consistent with the actual edge information.

FPGAimage processingedge detectionsobel algorithm

何铭森、洪晖

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福州大学

FPGA 图像处理 边缘检测 sobel算法

2024

中国集成电路
中国半导体行业协会

中国集成电路

影响因子:0.144
ISSN:1681-5289
年,卷(期):2024.33(4)
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