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Moire artifact 제거 후 그리드 주파수에 따른 미세병변의 영상분석

Image Analysis of Micro Lesions According to Grid Frequency After Removal of Moire Artifact

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키워드

주제분류방사선과학

초록

Morphological information such as shape and margin of micro lesion is important information for diagnosis of disease in clinical imaging. In this study, we investigated the morphological changes of the micro lesions by comparing the contrast and area in grid suppressed DR images according to grid frequency. In the profile analysis of the image, the mass showed an average intensity variation of 8.6 ~ 72.4 after suppression, The higher the grid frequency, the more the contrast was increased. However, in the images obtained using 103 lp / inch, which is a grid frequency less than the sampling frequency, the contrast of the mass in the vertical direction decreased after suppression. In the binary image, the area change of the mass was also large. As a result, the shape, size, and margin of the mass changed. In the case of very small calcification, the higher the grid frequency is the larger the change in contrast, so that a clear image can be obtained in the post-suppression image. However, we could confirm that the margin of the lesion was blurred and the lesion was lost in some of the images using the 103 lp / inch grid. The higher the frequency of the grid, The change of the contrast of fiber occurred largely and clear boundary was confirmed. The decrease of the number of pixels was small and morphological change was small. In conclusion, when using a grid frequency that is not suitable for the sample frequency, morphological changes or lesion loss of micro lesions in the post- suppression image may give the possibility of misdiagnosis in diagnosis and differentiation of the image.

Abstract

Morphological information such as shape and margin of micro lesion is important information for diagnosis of disease in clinical imaging. In this study, we investigated the morphological changes of the micro lesions by comparing the contrast and area in grid suppressed DR images according to grid frequency. In the profile analysis of the image, the mass showed an average intensity variation of 8.6 ~ 72.4 after suppression, The higher the grid frequency, the more the contrast was increased. However, in the images obtained using 103 lp / inch, which is a grid frequency less than the sampling frequency, the contrast of the mass in the vertical direction decreased after suppression. In the binary image, the area change of the mass was also large. As a result, the shape, size, and margin of the mass changed. In the case of very small calcification, the higher the grid frequency is the larger the change in contrast, so that a clear image can be obtained in the post-suppression image. However, we could confirm that the margin of the lesion was blurred and the lesion was lost in some of the images using the 103 lp / inch grid. The higher the frequency of the grid, The change of the contrast of fiber occurred largely and clear boundary was confirmed. The decrease of the number of pixels was small and morphological change was small. In conclusion, when using a grid frequency that is not suitable for the sample frequency, morphological changes or lesion loss of micro lesions in the post- suppression image may give the possibility of misdiagnosis in diagnosis and differentiation of the image.

참고문헌 (15)

  1. Khodjou-Chokami H, "Design of linear anti-scatter grid geometry with optimum performance for screen-film and digital mammography systems", Physics in Medicine and Biology, 60(15), pp.5753~5765 (2015)
  2. Fritz S, "Guidelines for anti-scatter grid use in pediatric digital radiography", Pediatric Radiology, 44(3), pp.313~321 (2014)
  3. 백철하, "디지털 방사선영상 시스템에서 산란선이 영상 품질에 미치는 영향", 방사선기술과학, 40(1), pp.71~77 (2017), 대한방사선과학회[DOI]
  4. Barski LL, "Characterization, detection and suppression of stationary grids in digital projection radiography imagery", Proc. SPIE, 3658, pp.502~519 (1999)
  5. Wang J, "Film digitization aliasing artifacts caused by grid line patterns", IEEE Trans. Medical Imaging, 13(2), pp.375~385 (1994)
  6. 김동식, "디지털 방사선 영상에서 그리드 왜곡의 포화 특성에 관한 연구와 적응 필터링에 기초한 제거", 전자공학회논문지 - SP, 48(4), pp.1~11 (2011), 대한전자공학회
  7. 김동식, "디지털 방사선 영상에서 그리드 각도의 최적화와 변조 모델에 기초한 그리드 왜곡의 제거", 전자공학회논문지 - SP, 48(3), pp.30~41 (2011), 대한전자공학회
  8. 이후민, "X선 진단장치의 고압정류방식이 대조도 향상에 미치는 영향", 방사선기술과학, 37(3), pp.187~193 (2014), 대한방사선과학회
  9. 김동식, "고정 그리드를 사용한 디지털 방사선 영상에서 1차원 필터에 기초한 왜곡의 제거", 전자공학회논문지 - SP, 47(5), pp.117~126 (2010), 대한전자공학회
  10. 이성주, "탄소 중간물질 그리드를 사용한 DR system에서의 moiré artifact에 관한 연구", 한국방사선학회논문지, 2(4), pp.5~9 (2008), 한국방사선학회
  11. Kim DS, "Grid artifact reduction for direct digital radiography detectors based on rotated stationary grids with homomorphic filtering", Med. Phys, 40(6), pp.061905~ (2013)
  12. Kato M, "Clinical efficacy of image processing of grid detection and suppression (GDS) in computed radiography", Nihon Hoshasen Gijutsu Gakkai Zasshi, 61(8), pp.1158~1169 (2005)
  13. Sickles, EA, "Breast Imaging Reporting and Data System" (2013), American College of Radiology
  14. Sasada R, "Stationary grid pattern removal using 2D technique for moire-free radiographic image display", Proceedings Volume 5029, Medical Imaging 2003, Visualization, Image-Guided Procedures, and Display (2003)
  15. Lin CY, "A Study of Grid Artifacts Formation and Elimination in Computed Radiographic Images", J. Digit. Imaging, 19(4), pp.351~361 (2006)

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