A fast modular RLE-based inspection scheme for PCBs

被引:3
|
作者
Ercal, F [1 ]
Bunyak, F [1 ]
Hao, F [1 ]
Zheng, L [1 ]
机构
[1] Univ Missouri, Dept Comp Sci, Rolla, MO 65401 USA
关键词
printed circuit board (PCB) inspection; run-length encoding; image segmentation; Gerber format; morphological operations; erosion; space and time complexity; image processing;
D O I
10.1117/12.294439
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
On-line inspection of PCBs requires acquisition and processing of gigabytes of image data in a matter of few seconds, especially when multi-layer and very high-resolution boards are used. To meet the demands for speed and accuracy, our inspection system uses run-length encoding (RLE) for storage and operations and an inspection scheme which exploits the availability of an artwork for comparison purposes. The system which is suitable for parallel processing consists of four parts: (i) segmentation of artwork and feature extraction, (ii) image acquisition, (iii) inspection of blank areas, and (iv) inspection of trace areas. First, the artwork which is available as a CAD file in Gerber Format, is segmented offline into primitive patterns and information related to the location and identification of each segment is stored in a large image database to be used later for real-time inspection. A time-and space-efficient technique based on RLE is used for storage of essential features and image operations.
引用
收藏
页码:49 / 59
页数:11
相关论文
共 50 条
  • [31] Hybrid learning scheme for modular-based phoneme recognizer
    Ahmadi, Abbas
    Karray, Fakhri
    Kamel, Mohamed
    2007 9TH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1-3, 2007, : 584 - 587
  • [32] Staircase modulation scheme based on PSO for modular multilevel converter
    Shen, K. (shenkehit@163.com), 1600, Electric Power Automation Equipment Press (34):
  • [33] A modular subroutine selection process based on needs classification scheme
    Asghar, Sohail
    Alahakoon, Damminda
    Churilov, Leonid
    PROCEEDINGS OF THE 11TH ANNUAL CONFERENCE OF ASIA PACIFIC DECISION SCIENCES INSTITUTE: INNOVATION & SERVICE EXCELLENCE FOR COMPETITIVE ADVANTAGE IN THE GLOBAL ENVIRONMENT, 2006, : 438 - +
  • [34] A Model-Based Control Scheme for Modular Multilevel Converters
    Boernklau, Hans
    Gensior, Albrecht
    Rudolph, Joachim
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (12) : 5359 - 5375
  • [35] Cargo inspection system based on pulsed fast neutron analysis
    Nucl Instrum Methods Phys Res Sect B, 1-4 (753):
  • [36] Fast inspection for size-based analysis in aggregate processing
    Gordon Christie
    Kevin Kochersberger
    A. Lynn Abbott
    Machine Vision and Applications, 2015, 26 : 31 - 40
  • [37] Fast inspection for size-based analysis in aggregate processing
    Christie, Gordon
    Kochersberger, Kevin
    Abbott, A. Lynn
    MACHINE VISION AND APPLICATIONS, 2015, 26 (01) : 31 - 40
  • [38] Cargo inspection system based on pulsed fast neutron analysis
    Brown, DR
    Coates, A
    Kuo, SN
    Loveman, RA
    Pentaleri, EA
    Rynes, JC
    PHYSICS-BASED TECHNOLOGIES FOR THE DETECTION OF CONTRABAND, 1997, 2936 : 76 - 84
  • [39] A new fast modular multiplication method and its application to modular exponentiation-based cryptography
    Hayashi, A
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2000, 83 (12): : 88 - 93
  • [40] New fast modular multiplication method and its application to modular exponentiation-based cryptography
    Hayashi, Akira
    Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi), 2000, 83 (12): : 88 - 93