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 24 条
[1]  
Bakic PR, 1996, P SOC PHOTO-OPT INS, V2899, P473
[2]  
BEYNON JDE, 1980, CHARGE COUPLED DEVIC
[3]  
BROWN CC, 1995, AB003110 DAT INC
[4]  
CHEN MJ, 1991, P SOC PHOTO-OPT INS, V1384, P38
[5]   An adaptive sensitivity(TM) TDI CCD sensor [J].
Chen, S ;
Ginosar, R .
ADVANCED FOCAL PLANE ARRAYS AND ELECTRONIC CAMERAS, 1996, 2950 :45-48
[6]   Weaving defect detection by Fourier imaging [J].
Ciamberlini, C ;
Francini, F ;
Longobardi, G ;
Poggi, P ;
Sansoni, P ;
Tiribilli, B .
VISION SYSTEMS: APPLICATIONS, 1996, 2786 :9-18
[7]   Detection of local defects in textile webs using Gabor filters [J].
Escofet, J ;
Navarro, R ;
Millan, MS ;
Pladellorens, J .
VISION SYSTEMS: NEW IMAGE PROCESSING TECHNIQUES, 1996, 2785 :163-170
[8]  
HAJIMOWLANA SH, 1997, P CAN C EL COMP ENG, V2, P835
[9]  
*HYUND EL CO, 1995, AB001310 DAT INC
[10]   Inspection machine using laser scanning for chip-mounted circuit boards [J].
Kawata, K ;
Araki, N ;
Toba, H ;
Seto, T ;
Ikegaya, K ;
Tsuda, Y ;
Sannomiya, K .
THREE-DIMENSIONAL AND UNCONVENTIONAL IMAGING FOR INDUSTRIAL INSPECTION AND METROLOGY, 1996, 2599 :155-161