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적외선 카메라를 위한 개선된 영상 기반의 불균일 보정 알고리즘

A Improved Scene based Non-uniformity Correction Algorithm for Infrared Camera

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참고문헌

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주제분류컴퓨터학

초록

In this paper, we propose an efficient scene based non-uniformity correction algorithm which performs the offset correction using the uniform obtained from input scenes for Infrared camera. In general, pixel outputs of a infrared detector can not be uniform. Therefore, the non-uniformity correction procedure need to be performed to make the image outputs uniform. A typical non-uniformity correction method uses a black body at the laboratory to obtain the output of the infrared detector’s pixels for two temperatures, HOT and COLD, and calculates the non-uniformity correction parameters. However, output characteristics of the Infrared detector changes while the Infrared camera is operated, the fixed pattern noise of the Infrared detector and dead pixels are generated. To remove the noise, the offset correction is generally performed. The offset correction procedure usually need the additional device such as a thermo-electric cooler, shutter, or non-uniformity correction lens. Therefore, we introduce a general scene based non-uniformity correction technique without additional equipment, and then we propose an improved non-uniformity correction algorithm based on image to solve the problem of the existing technique.

Abstract

In this paper, we propose an efficient scene based non-uniformity correction algorithm which performs the offset correction using the uniform obtained from input scenes for Infrared camera. In general, pixel outputs of a infrared detector can not be uniform. Therefore, the non-uniformity correction procedure need to be performed to make the image outputs uniform. A typical non-uniformity correction method uses a black body at the laboratory to obtain the output of the infrared detector’s pixels for two temperatures, HOT and COLD, and calculates the non-uniformity correction parameters. However, output characteristics of the Infrared detector changes while the Infrared camera is operated, the fixed pattern noise of the Infrared detector and dead pixels are generated. To remove the noise, the offset correction is generally performed. The offset correction procedure usually need the additional device such as a thermo-electric cooler, shutter, or non-uniformity correction lens. Therefore, we introduce a general scene based non-uniformity correction technique without additional equipment, and then we propose an improved non-uniformity correction algorithm based on image to solve the problem of the existing technique.

참고문헌 (16)

  1. M. Voig, "Scene-Based Non-Uniformity Correction for Focal Plane Arrays using a Facet Model", Infrared Imaging Systems: Design, Analysis, Modelling and Testing XVI, Proc. SPIE, 5784, pp.331~342 (2002)
  2. W. Isoz, "Nonuniformity Correction of Infrared Focal Plane Arrays", Infrared Tech. Appli. Proc. SPIE, 5783, pp.949~960 (2005)
  3. Z. Jungju, "A nonuniformity correction algorithm for infrared focal-plane arrays", Proceedings of SPIE, 5640, pp.425~433 (2005)
  4. A. Averbuch, "Scene based non-uniformity correction in thermal images using Kalman filter", Image, Vision Computing, 25(6), pp.833~851 (2007)[DOI]
  5. J. Kim, "Regularization approach to scene-based nonuniformity correction", Optical Engineering, 53(3), pp.053105~ (2014)[DOI]
  6. C. Zhang, "Scene-based nonuniformity correction using local constant statistics", JOSA A, 25(6), pp.1444~1453 (2008)[DOI]
  7. P. Torle, "Scene-based correction of image sensor deficiencies", SPIE, 5074, pp.249~260 (2003)
  8. Chao Zuo, "Scene-Based Nonuniformity Correction Algorithm Based on Interframe Registration", J Opt Soc Am A Opt Image Sci Vis, 28(6), pp.1164~1176 (2011)[DOI]
  9. E. Vera, "Soft Computing Systems: Design, Management and Applications", pp.725~734 (2002), IOS Press
  10. A Study of Efficient Scene based NUC algorithm for IR Camera, "B. Choi.", The Institute of Electronics and Information Engineers, 387~388 (2010)
  11. Spatial Filter Based Dead Pixel Detection Method for IR Camera, "B. Choi", The Korea Institute of Military Science and Technology, 1228~1231 (2012)
  12. Rong Sheng-hui, "Nonuniformity correction for an infrared focal plane array based on diamond search block matching", the Optical Society of America A, 33(5), pp.938~946 (2016)[DOI]
  13. Li Zhaolong, "Scene-based nonuniformity correction based on bilateral filter with reduced ghosting", Infrared Physics & Technology, 77, pp.360~365 (2016)[DOI]
  14. Rong, Shenghui, "An improved non-uniformity correction algorithm and its hardware implementation on FPGA", Infrared Physics & Technology, 85, pp.410~420 (2017)[DOI]
  15. 홍용희, "블록 단위 재평가 및 광역 오프셋 초기화를 이용한 장면 기반 불균일보정 보완", 한국컴퓨터정보학회논문지, 22(8), pp.15~23 (2017), 한국컴퓨터정보학회[DOI]
  16. 문길수, "Spatial Compare Filter Based Real-Time dead Pixel Correction Method for Infrared Camera", 한국컴퓨터정보학회논문지, 21(12), pp.35~41 (2016), 한국컴퓨터정보학회

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