• 제목/요약/키워드: dual curve fitting

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머리 MR영상에서 자동화된 뇌영역 추출 (Automated Brain Region Extraction Method in Head MR Image Sets)

  • Cho, Dong-Uk;Kim, Tae-Woo;Shin, Seung-Soo
    • 한국콘텐츠학회논문지
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    • 제2권3호
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    • pp.1-15
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    • 2002
  • 본 논문은 인간 뇌의 가시화 및 해석을 위하여 단일 채널 MR영상에서 자동화된 뇌영역 추출 방법을 제안한다. 이 방법은 쌍곡선 적합을 이용한 자동 문턱치화와 3차원 형태 학적 연산에 의하여 뇌 마스크 볼륨을 생성한다. 쌍곡선 적합은 MR영상의 히스토그램에 곡선을 적합할 때 오차를 줄일 수 있으며, 침식, 연결부위 레이블링, 최대특징 연산, 팽창 등 3차원 형태학적 연산은 문턱치화된 뇌 마스크로부터 생성된 정육각형 볼륨 마스크에 적용된다. 제안한 방법은 SPGR, T1, T2, PD MR영상 세트에서 뇌영역을 자동 추출할 수 있으며, 가장자리 슬라이스에도 적용 가능하고, 영상이 뇌 전체를 포함하지 않아도 된다. 실험에서 20 세트의 MR영상에 적용하여 수동 방법과 비교하여 0.97 이상의 유사도를 보였다.

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Deriving the Effective Atomic Number with a Dual-Energy Image Set Acquired by the Big Bore CT Simulator

  • Jung, Seongmoon;Kim, Bitbyeol;Kim, Jung-in;Park, Jong Min;Choi, Chang Heon
    • Journal of Radiation Protection and Research
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    • 제45권4호
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    • pp.171-177
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    • 2020
  • Background: This study aims to determine the effective atomic number (Zeff) from dual-energy image sets obtained using a conventional computed tomography (CT) simulator. The estimated Zeff can be used for deriving the stopping power and material decomposition of CT images, thereby improving dose calculations in radiation therapy. Materials and Methods: An electron-density phantom was scanned using Philips Brilliance CT Big Bore at 80 and 140 kVp. The estimated Zeff values were compared with those obtained using the calibration phantom by applying the Rutherford, Schneider, and Joshi methods. The fitting parameters were optimized using the nonlinear least squares regression algorithm. The fitting curve and mass attenuation data were obtained from the National Institute of Standards and Technology. The fitting parameters obtained from stopping power and material decomposition of CT images, were validated by estimating the residual errors between the reference and calculated Zeff values. Next, the calculation accuracy of Zeff was evaluated by comparing the calculated values with the reference Zeff values of insert plugs. The exposure levels of patients under additional CT scanning at 80, 120, and 140 kVp were evaluated by measuring the weighted CT dose index (CTDIw). Results and Discussion: The residual errors of the fitting parameters were lower than 2%. The best and worst Zeff values were obtained using the Schneider and Joshi methods, respectively. The maximum differences between the reference and calculated values were 11.3% (for lung during inhalation), 4.7% (for adipose tissue), and 9.8% (for lung during inhalation) when applying the Rutherford, Schneider, and Joshi methods, respectively. Under dual-energy scanning (80 and 140 kVp), the patient exposure level was approximately twice that in general single-energy scanning (120 kVp). Conclusion: Zeff was calculated from two image sets scanned by conventional single-energy CT simulator. The results obtained using three different methods were compared. The Zeff calculation based on single-energy exhibited appropriate feasibility.

Sensing Characteristics of Uncoated Double Cladding Long-period Fiber Grating Based on Mode Transition and Dual-peak Resonance

  • Zhou, Yuan;Gu, Zheng Tian;Ling, Qiang
    • Current Optics and Photonics
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    • 제5권3호
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    • pp.243-249
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    • 2021
  • In this paper, the sensing characteristics of a double cladding fiber (DCF) long-period fiber grating (LPFG) to the surrounding refractive index (SRI) are studied. The outer cladding of the DCF plays the role of the overlay, thus, the mode transition (MT) phenomenon of DCF can be induced by etching the outer cladding radius instead of coating overlays. The response characteristics of the effective refractive index (ERI) of the cladding mode to the outer cladding radius are analyzed. It is found that in the MT range, the change rate of ERIs of cladding modes is relatively larger than that for other ranges. Further, based on the features of the mode transition region (MTR), the phase-matching curve of the 11th cladding mode is investigated, and the response of the DCF-LPFG to the SRI is characterized by the change of wavelength intervals between the dual peaks under different outer cladding radii. The numerical simulation results show that the SRI sensitivity is greatly improved, which is available to 3484.0 nm/RIU with the fitting degree 0.998 in the SRI range of 1.33-1.37. The proposed DCF-LPFG can provide new theoretical support for designing the DCF-LPFG refractive index sensor with excellent performances of sensitivity, linearity and structure.