• 제목/요약/키워드: Cubic spline interpolation

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보간법을 이용한 디지털 방사선영상에서 치아 및 지지구조물의 ROC평가 (Evaluation of Teeth and Supporting Structures on Digital Radiograms using Interpolation Methods)

  • 고광준;장기완
    • 치과방사선
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    • 제29권1호
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    • pp.65-85
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    • 1999
  • Objectives: To determine the effect of interpolation functions when processing the digital periapical images. Material and Methods: The digital images were obtained by Digora and CDR system on the dry skull and human subject. 3 oral radiologists evaluated the 3 portions of each processed image using 7 interpolation methods, and ROC curves were obtained by trapezoidal methods. Results: The heighest Az value(0.96) was obtained with cubic spline method and the lowest Az value(0.03) was obtained with facet model method in Digora system. The heighest Az value (0.79) was obtained with gray segment expansion method and the lowest Az value(0.07) was obtained with facet model method in CDR system. There was significant difference of Az value in original image between Digora and CDR system at a=0.05 level. There were significant differences of Az values between Digora and CDR images with cubic spline method, facet model method, linear interpolation method and non-linear interpolation method at α=0.1 level.

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회전체의 진동신호분석을 위한 신호보간의 오차분석 (Comparison Error of Signal Interpolation Methods for Vibration Signal Analysis of Revolution Machine)

  • 박준용;박종연
    • 대한전기학회논문지:시스템및제어부문D
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    • 제53권12호
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    • pp.820-826
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    • 2004
  • In this paper, studied error of various signal interpolation methods in vibration signal analysis with digital order tracking. Because, interpolation errors are related with sampling rate and amount of calculation. Appled Signal interpolation methods are Lagrange, Newton and Cubic-spline. This paper proposed more proper interpolation method. Also, we suggest guideline for adaptive application of signal interpolation methods with Calculated results.

스플라인 보간법을 적용한 스캔 변환기의 하드웨어 구현 (HARDWARE DESIGN OF A SCAN CONVERTER USING SPLINE INTERPOLATION)

  • 권영민;이범근;정연모
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 추계종합학술대회 논문집(2)
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    • pp.71-74
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    • 2000
  • The purpose of format conversion is to convert a wide range of personal computer video formats into a target format. Circuits for the conversion have been developed by means of interpolation techniques, such as zero-order interpolation, bilinear interpolation, and bisigmoidal interpolation. This paper proposes a scan converter using cubic splines. The converter was modeled in VHDL on Max+PlusII and implemented with an FPGA chip. The circuit gives much better conversion performance than a scan converter with zero-order or linear interpolation.

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스플라인 보간법을 이용한 스캔 변환기 (A Scan Converter Using Spline Interpolation)

  • 이범근;권영민;정연모
    • 한국시뮬레이션학회논문지
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    • 제9권4호
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    • pp.11-23
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    • 2000
  • The purpose of format conversion is to convert a wide range of personal computer video formats into a target format. Circuits for the conversion have been developed by means of interpolation techniques, such as zero-order interpolation, bilinear interpolation, and bisigmoidal interpolation. This paper proposes a scan converter using cubic splines. The converter was modeled in VHDL, simulated on Max+plus Ⅱ , and implemented with an FPGA chip. The circuit gives much better conversion performance than a scan converter with zero-order or linear interpolation techniques according to simulation results and implementation.

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스플라인 보간법을 이용한 스캔 변환기 설계 (DESIGN OF A SCAN CONVERTER SUING SPLINE INTERPOLATION)

  • 이범근
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 2000년도 춘계학술대회 논문집
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    • pp.91-95
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    • 2000
  • The purpose of format conversion is to convert a wide range of personal computer video formats to a target format. Circuits for the conversion has been developed by means of interpolation techniques, such as zero-order interpolation, bilinear interpolation, and bisigmoidal interpolation. This paper proposes a scan converter using cubic splines. The converter was modeled in VHDL on Max+Plus II and implemented with an FPGA cpip. The circuit gives much better conversion performance than a scan converter with zero-order or linear interpolation.

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심전도 자동 진단을 위한 기저선 동요 평가 및 제거에 관한 연구 (A study of estimation and removal of baseline drift for the automated diagnosis of electrocardiogram)

  • 권혁제;이명호
    • 전자공학회논문지B
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    • 제33B권7호
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    • pp.99-106
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    • 1996
  • Estimation and removal procedures for baseline drift have been developed using linear, cubic spline, and bilineared transformed high pass filter. Linear and cubic spline interpolation with the PQ and TP segmens, which are considered to be isoelectric, as fiducial points ahve been estimated respectively. For a quantitative validation of the estimation procedure, 4 ECGs with arfificial baseline drift were constructed and analyzed by mean square error calculations and amplitude histograms. Also real ECGs were analyzed in a test set of the CSE data set 3 and set 4. Baseline drift detecton rule were designed and new method for the decision of fiducial point were constructed to avoid distorting as the case of premature ventricular or atrial contraction. From these comparison, proposed cubic spline method with PQ and TP segment (CS_PQ & TP) emerged as the most efficient method.

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난수 생성기법을 이용한 채권 가격의 정확한 예측 (Accurate Prediction of the Pricing of Bond Using Random Number Generation Scheme)

  • 박기섭;김문성;김세기
    • 한국시뮬레이션학회논문지
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    • 제17권3호
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    • pp.19-26
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    • 2008
  • 본 논문에서는 중기 국채(Treasure Note; T-Note)의 실제 자료를 이용하여 채권 가격에 대한 이자율을 예측하는 동적인 예측 알고리즘을 제안하고 있다. 제안한 알고리즘은 이자율 기간 구조를 근본으로 하고 있으며 표준 위너 과정(standard Wiener process)과 같은 다양한 금융 모형의 대안으로 활용 가능하다. 본 논문에서는 실제 자료의 누적 분포 함수(Cumulative Distribution Function; CDF)를 이용하여 이자율을 측정하였으며 CDF는 수치적 방법인 보간법 중에 자주 활용되는 내츄럴 큐빅 스플라인(natural cubic spline; NCS)방법을 통하여 얻었다. 위에서 얻은 CDF를 통하여 난수 생성기법(random number generation scheme; RNGS)을 이용하여 채권의 가격를 계산하였다. 컴퓨터 시뮬레이션을 통해 얻은 실험결과로부터 제안된 예측 알고리즘에서 엄밀도(precision)의 낮은 값을 얻음으로써 채권의 가치가 더욱 예리하고 정확하게 평가되었음을 확인할 수 있었으며, 이는 매우 근거 있는 예측이라 할 수 있다.

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형태학적 특징을 이용한 초음파 영상에서의 자동 전립선 분할 (Automatic Prostate Segmentation from Ultrasound Images using Morphological Features)

  • 김광백
    • 한국정보통신학회논문지
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    • 제26권6호
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    • pp.865-871
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    • 2022
  • 본 논문에서는 전립선 초음파 영상에서 형태학적 특징을 이용하여 전립선 영역을 검출하는 방법을 제안한다. 제안된 방법의 첫 단계에서는 전립선 영역의 상단 경계선을 추출한다. 초음파 촬영으로 획득한 영상에서 히스토그램 정보를 이용해 명암대비를 조정하여 전립선 영역의 상단 경계선을 검출하기 위한 기준 객체들을 추출하고, 기준 객체들의 하단 경계선을 Monotone cubic spline 보간법을 적용하여 상단 경계선을 추출한다. 두 번째 단계에서는 전립선 초음파 영상에서 추출한 상단 경계선보다 아래에 위치한 영역에 대해 오츠 이진화를 적용하여 전립선 하단 경계선을 추출한다. 마지막으로 전립선 상단 경계선과 하단 경계선을 연결하여 전립선 영역을 추출한다. 수동으로 측정한 전립선 영역과 비교 분석한 결과, 전립선 초음파 영상이 갖는 형태학적 특징을 이용한 방법으로 전립선 영역을 추출할 수 있는 것을 확인하였다.

영상보간법을 이용한 디지털 치근단 방사선영상의 개선에 관한 연구 (A Study on the Improvement of Digital Periapical Images using Image Interpolation Methods)

  • 송남규;고광준
    • 치과방사선
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    • 제28권2호
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    • pp.387-413
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    • 1998
  • Image resampling is of particular interest in digital radiology. When resampling an image to a new set of coordinate, there appears blocking artifacts and image changes. To enhance image quality, interpolation algorithms have been used. Resampling is used to increase the number of points in an image to improve its appearance for display. The process of interpolation is fitting a continuous function to the discrete points in the digital image. The purpose of this study was to determine the effects of the seven interpolation functions when image resampling in digital periapical images. The images were obtained by Digora, CDR and scanning of Ektaspeed plus periapical radiograms on the dry skull and human subject. The subjects were exposed to intraoral X-ray machine at 60kVp and 70 kVp with exposure time varying between 0.01 and 0.50 second. To determine which interpolation method would provide the better image, seven functions were compared; (1) nearest neighbor (2) linear (3) non-linear (4) facet model (5) cubic convolution (6) cubic spline (7) gray segment expansion. And resampled images were compared in terms of SNR(Signal to Noise Ratio) and MTF(Modulation Transfer Function) coefficient value. The obtained results were as follows ; 1. The highest SNR value(75.96dB) was obtained with cubic convolution method and the lowest SNR value(72.44dB) was obtained with facet model method among seven interpolation methods. 2. There were significant differences of SNR values among CDR, Digora and film scan(P<0.05). 3. There were significant differences of SNR values between 60kVp and 70kVp in seven interpolation methods. There were significant differences of SNR values between facet model method and those of the other methods at 60kVp(P<0.05), but there were not significant differences of SNR values among seven interpolation methods at 70kVp(P>0.05). 4. There were significant differences of MTF coefficient values between linear interpolation method and the other six interpolation methods (P< 0.05). 5. The speed of computation time was the fastest with nearest -neighbor method and the slowest with non-linear method. 6. The better image was obtained with cubic convolution, cubic spline and gray segment method in ROC analysis. 7. The better sharpness of edge was obtained with gray segment expansion method among seven interpolation methods.

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이동로봇의 추측항법 정확성을 개선하기 위한 자이로스코프의 정확도 교정 (Precision Calibration of Gyroscopes for Improving Dead-Reckoning Accuracy in Mobile Robots)

  • 고재평;윤재무;이장명
    • 제어로봇시스템학회논문지
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    • 제11권5호
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    • pp.463-470
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    • 2005
  • This paper describes a method aimed at improving dead-reckoning accuracy with gyroscopes in mobile robots. The method is a precision calibration procedure for gyroscopes, which effectively reduces the ill effects of nonlinearity of the scale-factor and temperature dependency. This paper also describes the methods of gyro data collection fur all ambient temperature$(-40^{\circ}C{\~}+80^{\circ}C)$ using cubic spline interpolation and defining the error function. The sensor used was a vibrating gyroscope called the EWTS82NA21, which is low lost and commonly used in car navigation system, made by Panasonic. This angular rate sensor utilizes Coriolis force generated by a vibrating tuning fork. The paper also provides experimental results to check the performance and the effectiveness of the proposed method.