• 제목/요약/키워드: Pattern of Errors

검색결과 387건 처리시간 0.027초

통계적 패턴 분류법과 패턴 매칭을 이용한 유방영상의 미세석회화 검출 (Detection of Mammographic Microcalcifications by Statistical Pattern Classification 81 Pattern Matching)

  • 양윤석;김덕원;김은경
    • 대한의용생체공학회:의공학회지
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    • 제18권4호
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    • pp.357-364
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    • 1997
  • 유방암은 그 조기 발견이 암환자의 사망률을 줄이는 데 있어서 가장 중요한 요소임을 알려져 있다. 스크리닝 검사에 의해 발견되는 유방암의 20%정도를 차지하는 DCIS(ductal carcinoma in situ)의 경우 미세석회화만이 필름 상에서 볼 수 있는 유일한 소견이다. 따라서 미세석회화를 발견하고 그 형태와 분포의 분석을 통한 진단이 암의 조기 발견에 매우 중요하다. 이 검출과정을 자동화하려는 시도가 디지털 영상처리 기술의 관심이 되어 왔다. 본 연구에서는 상관계수를 특징(feature)으로 사용하여 성능을 향상시킨 통계적 패턴 분류법을 제안하였다. 결과적인 검출율은 통계적 문턱치 설정에 의한 이진호 방법과 비교하여 48%에서 83%로 향상되었다. 성능은 TP와 FP로 평가되었으며 클래스 구분시의 오차도 함께 나타내었다.

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3차원 인체의 곡률분포를 이용한 패턴 전개 (Pattern Development using the Curvature Plot of 3D Human Scan Data)

  • 정연희;홍경희
    • 한국의류학회지
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    • 제32권9호
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    • pp.1478-1486
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    • 2008
  • The human body composed of concave and convex curvatures, and the current 3D scanning technology which involves inherent measurement errors make it difficult to extract distinct curvature plot directly. In this study, a method of extracting the clear curvature plot and its application to the cycling pants design were proposed. We have developed the ergonomic pattern from the 3D human body reflecting cycling posture. For the ergonomic design line on the 3D human body, the 3D information on the lower part of four male bodies with flexed posture was analyzed. The 3D scan data of four subjects were obtained using Cyberware. As results, the iteration of the tessellated shell was executed 100 times to obtain optimized curvature plots of the muscles on the body surface, and the boundaries of the curvature plots were applied to the design lines. Maximum(Max-pattern) and mean curvature plots(Mean-pattern) were adopted in the design line of the cycling pants, and performance of those lines was compared with that of conventional princess line(Con-pattern). The average error of total area and length in the 2D pattern developed from the 3D flexed body surface in this study were very minimal($4.58cm^2$(0.19%) and 0.15mm(0.46%)), which was within the range of tolerable limits in clothing production. The pattern obtained from the flexed body reflecting cycling posture already included the contraction and extension of the cycling skin, so that the extra ease for movement and good fit was not need to be considered.

균일 밝기 랜덤 도트 어레이 생성을 위한 이진 회절광학소자 설계 및 제작 (Design and Fabrication of Binary Diffractive Optical Elements for the Creation of Pseudorandom Dot Arrays of Uniform Brightness)

  • 이수연;이준호;김영광;이혁교;이문섭
    • 한국광학회지
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    • 제33권6호
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    • pp.267-274
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    • 2022
  • 쉴리렌 이미징을 위한 랜덤 도트 배열 투영용 이진 회절광학소자를 설계하고 제작하였다. 이 연구에서 적용된 회절광학소자는 단 두 단계의 위상 및 10 ㎛의 피치를 갖는 이진 위상 회절 격자로, 제작 단가 및 제작 공정의 용이성을 위하여 선택되었다. 회절광학소자의 설계는 최종 패턴의 밝기 정보를 목적 함수로 사용하는 iterative Fourier transform algorithm을 적용하였다. 먼저 균일 밝기의 랜덤 도트 이미지를 생성하였고, 이를 최종 목표 이미지(패턴)로 적용한 결과, 위치(시야)에 따른 랜덤 도트의 밝기 변화를 확인하였다. 이를 해결하기 위하여 최종 목표 패턴에 가우시안 가중치를 적용한 개선 설계를 적용하였고, 그 결과 패턴 밝기 균일도를 52.7%에서 90.8%까지 향상시켰다. 이후, 바이너리 회절 소자 및 이를 적용한 빔 투사기를 제작하여 설계 결과를 검증하였다. 검증 결과 투사 거리 5 m에서 설계 목표인 430 mm × 430 mm 투광면적, 10,000개 이상의 랜덤 도트 패턴의 생성을 확인하였다. 측정된 균일도는 시뮬레이션에서 예상되었던 균일도보다 다소 적은 84.5%이나, 이는 회절 격자 형상, 특히 모서리 뭉개짐 및 간격 오류에 의한 것으로 추정된다.

단기 앙상블 예보에서 모형의 불확실성 표현: 태풍 루사 (Representation of Model Uncertainty in the Short-Range Ensemble Prediction for Typhoon Rusa (2002))

  • 김세나;임규호
    • 대기
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    • 제25권1호
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    • pp.1-18
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    • 2015
  • The most objective way to overcome the limitation of numerical weather prediction model is to represent the uncertainty of prediction by introducing probabilistic forecast. The uncertainty of the numerical weather prediction system developed due to the parameterization of unresolved scale motions and the energy losses from the sub-scale physical processes. In this study, we focused on the growth of model errors. We performed ensemble forecast to represent model uncertainty. By employing the multi-physics scheme (PHYS) and the stochastic kinetic energy backscatter scheme (SKEBS) in simulating typhoon Rusa (2002), we assessed the performance level of the two schemes. The both schemes produced better results than the control run did in the ensemble mean forecast of the track. The results using PHYS improved by 28% and those based on SKEBS did by 7%. Both of the ensemble mean errors of the both schemes increased rapidly at the forecast time 84 hrs. The both ensemble spreads increased gradually during integration. The results based on SKEBS represented model errors very well during the forecast time of 96 hrs. After the period, it produced an under-dispersive pattern. The simulation based on PHYS overestimated the ensemble mean error during integration and represented the real situation well at the forecast time of 120 hrs. The displacement speed of the typhoon based on PHYS was closest to the best track, especially after landfall. In the sensitivity tests of the model uncertainty of SKEBS, ensemble mean forecast was sensitive to the physics parameterization. By adjusting the forcing parameter of SKEBS, the default experiment improved in the ensemble spread, ensemble mean errors, and moving speed.

여성 결혼이민자들의 한국어 조음에 나타나는 음향음성학 특성 연구 - 일본과 필리핀 출신 여성 결혼이민자들을 대상으로 (Acoustic Characteristics of Korean Spoken by the Women Immigrants from Japan and Philippine)

  • 조선희;김현기;김선준
    • 음성과학
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    • 제15권3호
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    • pp.203-217
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    • 2008
  • The number of Asian women immigrants in Korea is getting bigger and it's important to note that their communication problem in Korean causes not only the difficulty of adapting to Korean society but their children's speech-language disorder. To date there is little research on their acoustics characters and articulatory errors. Therefore, this study focuses on acoustic characters and articulatory error patterns of the women immigrants from Japan and Philippine based on the theory of "contrastive analysis". The subjects were 16 Japanese women immigrants(age: 42.5$\pm$4.4) and 14 Philippine women immigrants(age: 31.64$\pm$6.7) and control group consisted of 10 Korean women(age: 28.3$\pm$1.2). Speech and hearing of all subjects and control group were within normal limits. Speech samples were analyzed in a computer using CSL and data analysis was done on FFT widow for F1, F2, F3 of vowels and on wideband spectrogram for VOT of plosives and africatives. The results of this study were like this; For Japanese women immigrants, they had different articulatory patterns of /e/, /a/, /u/, /o/, /$\varepsilon$/, /m/ from those of Koreans and showed articulatory errors on the fortis and aspirated sounds. The reason is Japanese has only two distinctive characters for plosives and affricates; voicing and voiceless. The Philippine women immigrants also showed the same error patterns as the Japanese women immigrants. Especially the errors on aspirated sounds were prominent because their mother tongue has no distinctive characters about aspirated sounds. For vowels, they showed errors of /a/, /o/, /c/.

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Simulation of Meshing for the Spur Gear Drive with Modified Tooth Surfaces

  • Seol, In-Hwan;Chung, Soon-Bae
    • Journal of Mechanical Science and Technology
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    • 제14권5호
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    • pp.490-498
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    • 2000
  • The authors have proposed methods (lead crowning and profile modification) for modifying the geometry of spur gears and investigated the contact pattern as well as the transmission errors to recommend the appropriate amount of modification. Based on the investigation, dynamic load of the modified spur gear drive has been calculated, which is helpful to predict the life of the designed gear drive. Computer programs for simulation of meshing, contact and dynamics of the modified spur gears have been developed. The developed theory is illustrated with numerical examples.

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경험적 탐색에 의한 배전계통 보호기기 정정협조 (Heuristic Search in Overcurrent Protection Coordination of Power Distribution Systems)

  • 이승재;박영문;이정원
    • 대한전기학회논문지
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    • 제40권2호
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    • pp.135-143
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    • 1991
  • The setting problem of protective devices in power distribution systems is a combinatorial search problem involving a lot of trial & errors to search for a proper solution which has a great impact for the system reliability. This paper discusses the nature of the problem and proposes a scheme to prune the decision tree achieving the efficient search for a setting solution by applying heuristic rules which utilize pattern informations of backup and primary devices. Its effectiveness is demonstrated through many tests on real systems.

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최소대역폭 2진 선로부호 MB34의 설계 및 분석 (Design and Analysis of a Minimum Bandwidth Binary Line Code MB34)

  • 김정환;김대영
    • 전자공학회논문지A
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    • 제29A권8호
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    • pp.10-17
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    • 1992
  • A new line code design technique based on the BUDA(Binary Unit DSV and ASV) concept is introduced. The new line code called MB34 and designed by this new technique is of the minimum bandwidth, dc-free, and runlength limited. To confirm the performance of the new code, its power spectrum and eye pattern are obtained, wherein spectral nulls at dc(f=0) and Nyguist frequency (f=1/2Ts) are clearly identified. It is also discussed how the transmission errors can be detected by monitoring the DSV, the ASV, and the runlength.

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진공주형몰드 제작에 대한 최적조건 설정에 관한 연구 (Study on optimum conditions establishment by Mold fabrication of Vacuum Casting)

  • 전언찬;한민식;김수용;김태호
    • 한국기계가공학회지
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    • 제6권4호
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    • pp.65-70
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    • 2007
  • In this study, we analyzed about that after design form manufacture master pattern in Rapid Prototyping-RP through design program, processes to manufacture prototype using Vacuum Casting. In Rapid Prototyping-RP, there is an en-or by shrinkage of resin and, in Vacuum Casting, there is an error by shrinkage of silicon. To select condition which shrinkage become the minimum of each process, manufactured prototype after using Full Factorial Design of Design of Experiments, We could confirm shrinkage using reverse engineering and that result came into effect ANOVA 2-way. We applied errors of each process to master pattern, and then presented the method to improve flood control precision of prototype of Vacuum Casting.

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Reduction of Reconstruction Errors in Kinoform CGHs by Modified Simulated Annealing Algorithm

  • Yang, Han-Jin;Cho, Jeong-Sik;Won, Yong-Hyub
    • Journal of the Optical Society of Korea
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    • 제13권1호
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    • pp.92-97
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    • 2009
  • In this paper, a conventional simulated annealing (SA) method for optimization of a kinoform computer generated hologram (CGH) is analyzed and the SA method is modified to reduce a reconstruction error rate (ER) of the CGH. The dependences of the quantization level of the hologram pattern and the size of the data on the ER are analyzed. To overcome saturation of the ER, the conventional SA method is modified as it magnifies a Fourier-transformed pattern in the intermediate step. The proposed method can achieve a small ER less than 1%, which is impossible in the conventional SA method.