An in-camera data stream processing system for defect detection in web inspection tasks

被引:16
作者
Hajimowlana, SH [1 ]
Muscedere, R
Jullien, GA
Roberts, JW
机构
[1] Univ Windsor, VLSI Res Grp, Windsor, ON N9B 3P4, Canada
[2] DALSA Inc, Waterloo, ON N2V 2E9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1006/rtim.1998.0145
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
One of the aims of industrial machine vision is to develop computer and electronic systems to replace human vision in quality control of industrial production. Traditionally these systems consist of a line scan camera, host computer, frame grabber and one or more dedicated processing boards. In this paper we discuss the development of a new integrated design environment, developed for real-time defect detection, that eliminates the need for an external frame grabber and other associated host computer peripheral systems. The processing board contains a reconfigurable field programmable gate array (FPGA) inside a DALSA CCD camera. The FPGA is directly connected to the video data-stream and outputs data to a low bandwidth output bus. The system is targeted for web inspection but has the potential for broader application areas. We describe and show test results of the in-camera prototype system board ana-discuss some of the algorithms currently simulated and implemented for web inspection applications. (C) 1999 Academic Press.
引用
收藏
页码:23 / 34
页数:12
相关论文
共 50 条
  • [31] Itaipu Data Stream Management System - A stream processing system with business users in mind
    Abouzied, Azza
    Slonim, Jacob
    McAllister, Michael
    ICSOFT 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL ISDM/ABF, 2008, : 54 - 64
  • [32] Data processing system for eddy current inspection of tubes
    Ren, Jilin
    Dong, Yue
    Chen, Yongyi
    Huang, Changguang
    Wusun Jiance/Nondestructive Testing, 1988, 10 (08): : 230 - 233
  • [33] A league-winner algorithm for defect classification in an industrial web inspection system
    Gonzalez-Rodriguez, Angel Gaspar
    Gonzalez-Rodriguez, Antonio
    Castillo-Garcia, Fernando Jose
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 175
  • [34] An Anomaly Detection Method for Stateful Stream Processing System
    Chang, Guanghui
    Zhao, Lu
    Liu, Jun
    Li, Peizhen
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON MODELLING, SIMULATION AND APPLIED MATHEMATICS (MSAM2017), 2017, 132 : 196 - 199
  • [35] Optical system for real-time web-process defect inspection
    Harris, JS
    MACHINE VISION APPLICATIONS, ARCHITECTURES, AND SYSTEMS INTEGRATION V, 1996, 2908 : 20 - 27
  • [36] Data Acquisition and Image Processing System for Surface Inspection
    Banica, Cosmin
    Paturca, Sanda Victorinne
    Grigorescu, Sorin Dan
    Stefan, Ana Maria
    2017 10TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING (ATEE), 2017, : 28 - 33
  • [37] QUAY: A data stream processing system using chunking
    Lee, KCK
    Leong, HV
    Si, A
    INTERNATIONAL DATABASE ENGINEERING AND APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2004, : 17 - 26
  • [38] A Stream Processing System for Multisource Heterogeneous Sensor Data
    Hu, Liang
    Sun, Rui
    Wang, Feng
    Fei, Xiuhong
    Zhao, Kuo
    JOURNAL OF SENSORS, 2016, 2016
  • [39] An adaptive query processing mechanism in data stream system
    Song, Baoyan
    Zhang, Lijie
    Yu, Ge
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 3113 - 3118
  • [40] A Real-Time Defect Detection Method for Digital Signal Processing of Inspection Applications
    Gao, Ying
    Lin, Jiqiang
    Xie, Jie
    Ning, Zhaolong
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (05) : 3450 - 3459