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논문검색

Study on Defects Edge Detection in Infrared Thermal Image Based on Ant Colony Algorithm

원문정보

TANG Qingju, DAI Jingmin, LIU Chunsheng, LIU Yuanlin, REN Chunping

보안공학연구지원센터(IJSIP) International Journal of Signal Processing, Image Processing and Pattern Recognition Vol.9 No.4 2016.04 pp.121-130
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초록

영어

Edge extraction is an important part in the detection of infrared thermal images. Ant colony algorithm has the characteristics of high efficiency, high noise suppression, and comprehensive information of edge information. The basic principle of ant colony algorithm is analyzed. An ant colony optimization algorithm for image edge detection is established. And to have defective parts for analysis of infrared thermography The ant colony algorithm and the classical Canny operator are compared and analyzed. The experimental results show that the algorithm has high efficiency, comprehensive information and high computational efficiency.

목차

Abstract
 1. Introduction
 2. Ant Colony Algorithm
 3. Image Edge Detection Algorithm Based on Ant Colony Optimization
  3.1 Initial Ant Distribution
  3.2 Transfer Probability
  3.3 Transfer rule
  3.4 Pheromone Update
  3.5 Edge Extraction
 4. Experimental Simulation and Analysis
  4.1 Experimental System
  4.2 Specimen
  4.3 Defects Edge Detection
 Conclusion
 Acknowledgments
 References

키워드

저자정보

  • TANG Qingju School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, 150001, P.R.China, School of Mechanical Engineering, Heilongjiang University of Science and Technology, Harbin, 150022, P.R.China
  • DAI Jingmin School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, 150001, P.R.China
  • LIU Chunsheng School of Mechanical Engineering, Heilongjiang University of Science and Technology, Harbin, 150022, P.R.China
  • LIU Yuanlin School of Mechanical Engineering, Heilongjiang University of Science and Technology, Harbin, 150022, P.R.China
  • REN Chunping School of Mechanical Engineering, Heilongjiang University of Science and Technology, Harbin, 150022, P.R.China

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자료제공 : 네이버학술정보

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