4.5 Article

Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering

Journal

BIOMEDICAL ENGINEERING ONLINE
Volume 21, Issue 1, Pages -

Publisher

BMC
DOI: 10.1186/s12938-022-01061-z

Keywords

Phase-contrast X-ray image; Instantaneous frequency; Noise filtering; Fourier analysis; Moire artifact

Funding

  1. Technology development Program of MSS
  2. National Research Foundation of Korea (NRF) - Korean government (MSIP: Ministry of Science, ICT, and Future Planning) [S3146559]
  3. Korea Medical Device Development Fund - Korea government (the Ministry of Science and ICT) [NRF-2022R1A2C1092072]
  4. Korea Medical Device Development Fund - Ministry of Trade, Industry and Energy
  5. Korea Medical Device Development Fund - Ministry of Health Welfare
  6. Korea Medical Device Development Fund - Ministry of Food and Drug Safety)
  7. [1711174276]
  8. [RS-2020-KD000016]
  9. Korea Technology & Information Promotion Agency for SMEs (TIPA) [S3146559] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

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This study proposes an effective method for obtaining phase-contrast X-ray images using instantaneous frequency and noise filtering. The proposed method effectively suppresses noise with Moire patterns and preserves internal anatomical information from the biological sample. Compared to conventional methods, this method achieves better imaging quality and detailed information.
Background: To obtain phase-contrast X-ray images, single-grid imaging systems are effective, but Moire artifacts remain a significant issue. The solution for removing Moire artifacts from an image is grid rotation, which can distinguish between these artifacts and sample information within the Fourier space. However, the mechanical movement of grid rotation is slower than the real-time change in Moire artifacts. Thus, Moire artifacts generated during real-time imaging cannot be removed using grid rotation. To overcome this problem, we propose an effective method to obtain phase-contrast X-ray images using instantaneous frequency and noise filtering. Result: The proposed phase-contrast X-ray image using instantaneous frequency and noise filtering effectively suppressed noise with Moire patterns. The proposed method also preserved the clear edge of the inner and outer boundaries and internal anatomical information from the biological sample, outperforming conventional Fourier analysis-based methods, including absorption, scattering, and phase-contrast X-ray images. In particular, when comparing the phase information for the proposed method with the x-axis gradient image from the absorption image, the proposed method correctly distinguished two different types of soft tissue and the detailed information, while the latter method did not. Conclusion: This study successfully achieved a significant improvement in image quality for phase-contrast X-ray images using instantaneous frequency and noise filtering. This study can provide a foundation for real-time bio-imaging research using three-dimensional computed tomography.

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