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冷轧带钢表面缺陷视觉检测系统

杨永敏 樊继壮 赵杰

吉林大学学报(理学版)2011,Vol.49Issue(5):911-917,7.
吉林大学学报(理学版)2011,Vol.49Issue(5):911-917,7.

冷轧带钢表面缺陷视觉检测系统

Cold Rolling Strip Surface Defect Vision Detection System

杨永敏 1樊继壮 1赵杰1

作者信息

  • 1. 哈尔滨工业大学机电工程学院,哈尔滨150080
  • 折叠

摘要

Abstract

The cold rolling strip surface defect detection system based on machine vision was designed with multi-classification and modularization idea. For realizing real-time characteristics of system, high-speed linear CCD camera and relational high-speed fiber image collection card, high-speed FPGA image processing card designed by ourselves were adopted in hardware; RTAI-Linux operation system and parallel processing method were adopted in software. Image segmentation parallelization experiment result indicates that the processing speed of quad-core processor is 3. 2 times faster than that of single core; and the system' s performance is improved effectively.

关键词

表面缺陷/图像处理/模块化/并行处理

Key words

surface defect/ image process/ modularization/ parallel processing

分类

信息技术与安全科学

引用本文复制引用

杨永敏,樊继壮,赵杰..冷轧带钢表面缺陷视觉检测系统[J].吉林大学学报(理学版),2011,49(5):911-917,7.

基金项目

国家高技术研究发展计划863项目基金(批准号:2007AA041501)、国家重大科技专项基金(批准号:2009ZX04004-062)和哈尔滨工业大学科研创新基金(批准号:HIT.NSRIF.2009023). (批准号:2007AA041501)

吉林大学学报(理学版)

OA北大核心CSCDCSTPCD

1671-5489

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