Dissertation > Excellent graduate degree dissertation topics show

Application Research of Digital Image Processing on Container Inspection

Author: ZhangGuangJun
Tutor: ChenXingLin
School: Harbin Institute of Technology
Course: Control Science and Engineering
Keywords: digital image processing container MATLAB image enhancement image segmentation
CLC: TP274.4
Type: Master's thesis
Year: 2008
Downloads: 149
Quote: 0
Read: Download Dissertation


Currently, with the quick development of software and hardware technology of computer, Digital Image Processing technology begins to maturate little by little. It is widely used in space exploration, remote sensing, biomedical, and artificial intelligence, as well as industrial inspection, and many other fields. It also makes these subjects have new development. It has applied to all levels in industry territory, more and more embedded applications of DIP have taken place.Container visual inspection is an important application of DIP in the industrial inspection. Automated visual inspection system of container is a good way to boost container inspection efficiency and reduce inspection cost. To realize this system, the technology we need is image processing, stereo vision and pattern recognition etc.The main work of this thesis is to do some initial research of DIP to some damaged parts of container with MATLAB, and also mend some approaches to enhance image .All the work is ready for automated visual inspection system of container.This thesis can divide into seven parts. The first part is to introduce the background of DIP, main research content and its future applications. The second part is to introduce the relevant knowledge of container in detail, including the concept, the classification as well as the inspection of container. The third part will introduce spatial point enhancement, and present a new grey transformation. The fourth part is to introduce three filtering technologies: smooth filtering, median filtering and sharp filtering. At the same time, three technologies are used to do processing to the digital image, and present experiment picture as well as result analysis. The fifth part will introduce the core arithmetic, and present a new approach: amplify of small difference to digital image based on matrix LU decomposition. The sixth part will introduce the automated visual inspection system of surface crack of container. The last part is a summary and prospect.

Related Dissertations

  1. Design of Reciprocatingwire Outfit of Mwedmand Research on It’s Control System,TG484
  2. Research on Basic Algorithms of Digital Image Processing and Implementation with FPGA,TP391.41
  3. Research of Images Enhancing Algorithms on Fog or Backlighting Conditions and Implementation with Hardwares,TP391.41
  4. Research on Visual Servo System of Mechanical ARM,TP242.6
  5. Study on Industrialized Breeding Substrate Formula of Main Plantation Tree Species in Ningbo,S723.1
  6. Study on the Design and Biomechanical Behaviors of Individualized Artificial Knee Joint,R318.1
  7. Based on statistical methods of magnetic resonance imaging of the human brain image segmentation and three-dimensional analysis of the data,R445.2
  8. Road extraction algorithm based on region segmentation of remote sensing image,TP751
  9. Technology of Blood Vessel Diameter Measurement Automatic Based on Digital Image Processing,R310
  10. S-lay Installation Analysis for Deepwater Pipeline,TE973
  11. Studies on Monitoring Box of Solenopsis Invicta(Hymenoptera: Formicidae)and Its Application in Container Quarantine,S41-30
  12. Research on Container Nursery and Grafting Techniques of Carya Illinoensis,S664.1
  13. Studies on Effect of Different Media on Growth and Physiological Parameters of Ligustrum Lucidum Ait Container Seedlings,S687
  14. Research for Infrared Image Target Identification and Tracking Technology,TP391.41
  15. The Research and Application of Software Reliability Test for User Right Management System,TP311.53
  16. Effect of Different Light Intensity and Fertilizer Levels on Quality of Dalbergia Odorifera Container Seedlings,S792.28
  17. Research and Application of Safety Assessment Method Based on Neural Network,X937
  18. Technology of Propagation in Prunus Maritima,S685.99
  19. Flow Behavior Description of Two-Phase Flow Based on Image Processing Techniques,TP391.41
  20. The Design of Experimental Device for Mine Motor Soft Starter,TM343.2

CLC: > Industrial Technology > Automation technology,computer technology > Automation technology and equipment > Automation systems > Data processing, data processing system > Centralized testing and roving detection system
© 2012 www.DissertationTopic.Net  Mobile