• 제목/요약/키워드: Subtraction method

검색결과 431건 처리시간 0.036초

호모그래피와 주성분 분석을 이용한 실루엣 기반 걸음걸이 인식 (Silhouette-based Gait Recognition Using Homography and PCA)

  • 정승도;김수선;조태경;최병욱;조정원
    • 한국콘텐츠학회논문지
    • /
    • 제6권1호
    • /
    • pp.31-40
    • /
    • 2006
  • 본 논문에서는 걸음걸이 실루엣 영상을 이용한 걸음걸이 인식 방법을 제안한다. 걸음걸이 특징 정보는 걸음걸이의 방향 변화에 많은 영향을 받는다. 따라서 본 논문에서는 평면 호모그래피를 이용하여 실루엣을 고유시점으로 재구성함으로써 방향변화의 영향을 줄이고자 한다. 이때, 평면 호모그래피는 카메라 보정과 같은 복잡한 계산과정 없이 걸음걸이 시퀀스 정보만을 이용하여 추정된다. 동일인의 걸음걸이 실루엣이라 하더라도 배경 제거시의 에러 등으로 인해 공통적인 특성에서 벗어나는 영역이 존재한다. 각 개인의 동일 특성에서 벗어나는 특성을 분석하기 위하여, 본 논문에서는 주성분 분석 기법을 사용한다. 그러나 일반적인 패턴 분류에 적용되는 주성분 분석 기법과는 달리 본 논문에서는 공통적인 특성에서 벗어나는 정도의 판단과 그에 따르는 가중치 부여 기준으로써 사용한다. 실험결과 제안하는 걸음걸이 인식 기법은 걸음걸이 방향 변화에 강인하고, 분별력을 향상시킬 수 있음을 확인하였다.

  • PDF

인체 혈장 중 칼시트리올의 효소면역 분석법 검증 및 단회투여 후 약물동태 연구 (Validation of an Enzyme-Immunoassay for Calcitriol in Human Plasma and Evaluation of Its Pharmacokinetics after Single-dose in Korean Volunteers)

  • 김예태;진수언;김현기;신백기;정의현;김종국;박정숙
    • Journal of Pharmaceutical Investigation
    • /
    • 제39권4호
    • /
    • pp.309-314
    • /
    • 2009
  • An enzyme immunoassay (EIA) was validated for quantitation of cacitriol in human plasma. Calcitriol was immunoextracted with immunocapsules, which contain monoclonal antibodies to calcitriol linked to solid phase particles in suspension with a vitamin D binding protein inhibitor. Calcitrol was eluated and the eluates were evaporated under a gentle stream of nitrogen gas. The absorbance of analytes was determined using a microplate reader (reference wavelength 650 nm; measurement wavelength 450 nm). The method was specific and sensitive enough to detect as low as 6.5 pmol/L of calcitriol. Linear calibration range was 6.5-491 pmol/L with correlation coefficient greater than 0.99. The overall accuracy was in the range of 83.8 to 111.2% and precision C.V. (%) 0.99 to 8.47%. The recovery was approximately 100% and stability was confirmed during storage and sample preparation. The pharmacokinetic parameters were calculated by baseline subtraction because calcitriol is an endogenous material. Following oral dose of calcitriol, the mean AUC$_{24h}$ was 1038${\pm}$539 pmol/Lhr and C$_{max}$ of 128${\pm}$63.1 pmol/L was reached at 3.50${\pm}$1.07 hr. The mean t$_{1/2}$ of calcitriol was 5.13${\pm}$2.10 hr. The present EIA method was successfully applied to study bioavailability after oral administration of 2 ${\mu}$g of calcitriol in healthy Korean subjects.

Comparison of optical reflectance spectrum at blade and vein parts of cabbage and kale leaves

  • Ngo, Viet-Duc;Ryu, Dong-Ki;Chung, Sun-Ok;Park, Sang-Un;Kim, Sun-Ju;Park, Jong-Tae
    • 농업과학연구
    • /
    • 제40권2호
    • /
    • pp.163-167
    • /
    • 2013
  • Objective of the study was to compare reflectance spectrum in the blade and the vein parts of cabbage and kale leaves. A total 6 cabbage and kale leaves were taken from a plant factory in Chungnam National University, Korea. Spectra data were collected with a UV/VIS/NIR spectrometer (model: USB2000, Ocean Optics, FL, USA) in the wavelength region of 190 - 1130 nm. Median filter smoothing method was selected to preprocess the obtained spectra data. We computed reflectance difference by subtraction of averaged spectrum from individual spectrum. To estimate correlation at different parts of cabbage and kale leaves, cross - correlation method was used. Differences between cabbage and kale leaves are clearly manifested in the green, red and near - infrared ranges. The percent reflectance of cabbage leaves in the NIR wavelength band was higher than that of kale leaves. Reflectance in the blade part was higher than in the vein part by 18%. Reflectance difference in the different parts of cabbage and kale leaves were clear in all of the wavelength bands. Standard deviation of reflectance difference in the vein part was greater for kale, while the value in the blade part was greater for cabbage leaves. Standard deviation of cross - correlation increased from 0.092 in the first sensor (UV/VIS) and 0.007 in the second sensor (NIR) to 0.099 and 0.015, respectively.

클러스터링과 마르코프 랜덤 필드를 이용한 배경 모델링 기법 제안 (Improving Clustering-Based Background Modeling Techniques Using Markov Random Fields)

  • 한희얼;박수빈
    • 대한전자공학회논문지SP
    • /
    • 제48권1호
    • /
    • pp.157-165
    • /
    • 2011
  • 본 논문에서는 마르코프 랜덤 필드(Markov random fields: MRF) 기반으로 배경을 모델링하는 방식과 함께 관련 파라미터들을 추정하는 알고리즘을 제안한다. 화소 기반의 배경 모델링 기법은 인근 화소 간의 연관성을 고려하지 않고 화소 단위의 시간적 변화에 대한 통계적 특성에 주로 의존하므로 판정 오류를 줄이는데 한계가 있다. 제안 알고리즘은 화소 기반으로 배경 모델을 일차적으로 수행한 다음 MRF를 이용하여 시공간적으로 인근한 화소 간의 상호 의존성을 활용하여 배경모텔의 정확도를 향상시키는데 그 목적을 두고 있다. MRF는 기본적으로 파라미터의 크기에 매우 민감하므로 기존의 MRF 기반 알고리즘은 이미지에 따라 적절한 값을 사전에 구하여 적용하고 있다. 제안한 방식은 초기에 임의의 파라미터로 배경/전경 상태변수를 구한 후에 이의 통계적 특성을 이용하여 파라미터들을 추정하고 추정된 파라미터를 적용하여 상대변수를 재차 구하는 과정을 반복함으로써 최적의 파라미터에 적응적으로 수렴하도록 조정한다. 실내외의 다양한 환경에서 촬영한 비디오를 이용하여 제안한 방식 성능을 확인한다.

Pan-Tilt-Zoom 카메라를 이용한 파노라마 배경 생성과 객체 추적 (Panorama Background Generation and Object Tracking using Pan-Tilt-Zoom Camera)

  • 백인호;임재현;박경주;백준기
    • 대한전자공학회논문지SP
    • /
    • 제45권3호
    • /
    • pp.55-63
    • /
    • 2008
  • 본 논문은 전 방향을 감시할 수 있는 Pan-Tilt-Zoom(PTZ) 카메라를 이용한 파노라마 배경 생성과 객체 추적 방법을 제안한다. 제안된 방법은 연속되는 두 영상의 외곽 영역에서 미리 정한 지역만 위상정합(phase correlation)을 하여 카메라의 지역 움직임을 빠르게 추정하고 벡터 양자화를 통하여 움직임 추정 오차를 최소화 한다. 추정된 움직임 값을 이용하여 겹침 영역이 존재하는 영상들을 획득하여 실린더에 투영시키고 영상을 재 정렬함으로써 파노라마 배경 영상을 생성할 수 있다. 객체 추적은 미리 생성된 파노라마 배경과 입력 영상의 차분 방법을 이용하여 배경과 객체를 분리하고 객체의 움직임을 추적한다. 제안된 객체 추적 방법은 PTZ 카메라를 이용하여 빠르고 안정적인 배경 생성이 가능하고, 전방향의 객체를 지속적으로 추적하는 것이 가능하다. 제안된 방법은 실시간 처리가 가능하며 넓은 감시 지역에서 객체의 형태를 추적하거나 얼굴인식과 같은 분야에서 이용될 수 있을 것이다.

롬바드 효과의 보정을 위한 스펙트럼 크기의 정규화와 켑스트럼 변환 (Normalization of Spectral Magnitude and Cepstral Transformation for Compensation of Lombard Effect)

  • 지상문;오영환
    • 한국음향학회지
    • /
    • 제15권4호
    • /
    • pp.83-92
    • /
    • 1996
  • 본 연구에서는 음성인식기의 성능이 잡음환경하에서 급격히 저하되는 것을 완화하기 위해, 성능저하의 원인인 롬바드효과의 보정과 잡음의 제거방법을 제안하였다. 롬바드 효과는 조용한 환경에서 발성된 음성에 비해, 스펙트럼 포락과 발성음의 세기를 변이 시키는 것으로 모델링하였고, 변이의 제거를 위해 스펙트럼 크기의 정규화와 켑스트럼 변환을 사용하였다. 주변 잡음의 첨가에 의한 음성신호의 왜곡은 스펙트럼 차감법을 사용하여 완화하였고, 음성의 동적인 특성을 강조하기 위해 대역통과 필터링을 하였다. 잡음환경에서 발성된 롬바드 음성의 분석 및 잡음처리 기술의 개발과 평가를 위해, 음성인식 기술의 적용이 예상되는 자동차, 전시장, 시내 공중전화 부스, 거리, 전산실 잡음을 이용하여 롬바드 음성을 수집하여 실험하였다. 제안한 방법을 여러 가지 잡음환경하에서 음성인식에 적용한 결과, 효과적인 잡음처리 방법임을 확인할 수 있었다.

  • PDF

Corrosion visualization under organic coating using laser ultrasonic propagation imaging

  • Shi, Anseob;Park, Jinhwan;Lee, Heesoo;Choi, Yunshil;Lee, Jung-Ryul
    • Smart Structures and Systems
    • /
    • 제29권2호
    • /
    • pp.301-309
    • /
    • 2022
  • Protective coatings are most widely used anticorrosive structures for steel structures. The corrosion under the coating damages the host material, but this damage is completely hidden. Therefore, a field-applicable under-coating-corrosion visualization method has been desired for a long time. Laser ultrasonic technology has been studied in various fields as an in situ nondestructive inspection method. In this study, a comparative analysis was carried out between a guided-wave ultrasonic propagation imager (UPI) and pulse-echo UPI, which have the potential to be used in the field of under-coating-corrosion management. Both guided-wave UPI and pulse-echo UPI were able to successfully visualize the corrosion. Regarding the field application, the guided-wave UPI performing Q-switch laser scanning and piezoelectric sensing by magnetic attachment exhibited advantages owing to the larger distance and incident angle in the laser measurement than those of the pulse-echo UPI. Regarding the corrosion visualization methods, the combination of adjacent wave subtraction and variable time window amplitude mapping (VTWAM) provided acceptable results for the guided-wave UPI, while VTWAM was sufficient for the pule-echo UPI. In addition, the capability of multiple sensing in a single channel of the guided-wave UPI could improve the field applicability as well as the relatively smaller size of the system. Thus, we propose a guided-wave UPI as a tool for under-coating-corrosion management.

독립 성분 분석과 지각 필터를 이용한 음질 개선 (Performance Improvement of Speech Enhancement Using Independent Component Analysis and Perceptual Filtering)

  • 구교식;차형태
    • 한국음향학회지
    • /
    • 제29권4호
    • /
    • pp.270-277
    • /
    • 2010
  • 본 논문에서는 독립 성분 분석 기법과 적응 지각 필터를 이용하여 잡음에 오염된 신호에서 잡음을 추정 및 제거함으로서 보다 효율적으로 오디오 신호를 개선하는 방법에 대해 제안한다. 기존의 적응 지각 필터는 묵음 구간에서 추정된 고정적인 추정 잡음을 사용하기 때문에 잡음이 시간에 따라 가변적일 경우 성능이 상당히 저하된다. 그러나 제안된 알고리즘은 독립 성분 분석 기법을 이용하여 신호 구간마다 달라지는 잡음을 추정한 후 이를 적응 지각 필터에 적용시켜 준다. 제안된 알고리즘의 성능 분석을 위하여 기존 및 제안된 알고리즘을 이용한 시뮬레이션을 수행하였으며, 그 결과로 제안된 알고리즘은 기존의 알고리즘에 비해 향상된 결과를 생성하였다. 더불어 음질의 열화도 적음을 확인할 수 있었다.

선박(船舶)의 정수중(靜水中) 추진성능(推進性能) 해석(解析) 및 최적선형설계(最適船型設計)에의 응용(應用) (Development of a Method to Analyze Powering Performance of a Ship and its Application to Optimum Hull Form Design)

  • 양승일
    • 대한조선학회지
    • /
    • 제22권2호
    • /
    • pp.35-48
    • /
    • 1985
  • The present work develops a method of evaluating thrust deduction and wake for different loads of the propeller using the concerted application of the theoretical tools and experimental techniques. It also shows the applicability of the new method to the design of optimum hull form. Firstly, the problem of hull-propeller interaction was analyzed in terms of inviscid as well as viscous components of the thrust deduction and wake. The wavemaking resistance of a hull and propeller were mathematically represented by sources on the hull surface and sink on the propeller plane, respectively. The strength of sink was determined by utilizing the radial distributions of propeller load and nominal wake. The resistance increment due to a propeller and the axial perturbation flow induced by the hull in the propeller plane were calculated. Especially, the inviscid component of the thrust deduction was calculated by subtraction the wavemaking resistance of a bare hull, the wavemaking resistance of a free-running propeller and the augmentation of propeller resistance due to hull action from the wavemaking resistance of the hull with a propeller. The viscous components of the thrust deduction and wake were estimated as functions of propeller load which were established by the propeller load varying test after deduction the calculated inviscid components. Secondly, an analysis method of powering performance was developed based on the potential theory and the propeller load varying test. The hybrid method estimates the thrust deduction, wake and propeller open-water efficiency for different propeller load. This method can be utilized in the analysis of powering performance for the propeller load variation such as the added resistance due to hull surface roughness, the added resistance due to wind, etc. Finally, the hybrid method was applied to the optimum design of hull form. A series of afterbody shapes was obtained by systematically varying the waterplane and section shapes of a parent afterbody without changing the principal dimensions, block coefficient and prismatic coefficient. From the comparison of the predicted results such as wavemaking resistance, thrust deduction, wake and delivered power, an optimum hull form was obtained. The delivered power of the optimized hull form was reduced by 5.7% which was confirmed by model tests. Also the predicted delivered power by the hybrid method shows fairly good agreement with the test result. It is therefore considered that the new analysis method of powering performance can be utilized as a practical tool for the design of optimum hull form as for the analysis of powering performance for the propeller load variation in the preliminary design stage.

  • PDF

경복궁 경회루의 건축계획적 논리체계에 관한 연구 - 정학순의 "경회루전도(慶會樓全圖)" 를 중심으로 - (On the Architecturally Planned Logic System of Gyeonghoeru Pavilion in Gyeongbokgung Palace - Concentrating on The Book of Gyeonghoeru Pavilion (慶會樓全圖) written by Jeong Haksun -)

  • 이상해;조인철
    • 건축역사연구
    • /
    • 제14권3호
    • /
    • pp.39-52
    • /
    • 2005
  • This study relates to the architectural planning principle of Gyeonghoeru pavilion, one of the major buildings in Gyeongbokgung palace. The study is concentrated on The Book of Gyeonghoeru Pavilion written by Jeong Haksun in 1865 during the reconstruction of Gyeonghoeru pavilion. The architectural planning principle of Gyeonghoeru pavilion disclosed in The Book of Gyeonghoeru Pavilion appears to be 'the method of expanding with six by six system'. 'The method of expanding with six by six system' means a way of continuously extending the number related to 6 by addition, subtraction, multiplication and division, and reflecting to architecture, having number 6 as the basic number. Number 6 means a large amount of water in East Asian philosophy, Applying 'the method of expanding with six by six system' to the architecture of Gyeonghoeru includes an intention to prevent fire in a way of a type of incantation because Korean traditional wooden buildings are we to fire. Since Gyeonghoeru is surrounded by a pond and was constructed based on the number 6 having a strength of water, it was believed that it could be safe from fire. This study compares the contents disclosed in The Book of Gyeonghoeru Pavilion with the construction of Gyeonghoeru to find out how the number 6 was applied to the overall construction of Gyeonghoeru. From the fact that the total number of km of Gyeonghoeru is 36 ($6{\times}6$), the number of pillars is 42 ($6{\times}7$), and the number of windows and doors is multiples of 6, it has been found out that the number 6 is deeply related to the overall construction of Gyeonghoeru. In addition to the fact that the construction of Gyeonghoeru can be explained by 'the method of expanding with six by six system', The Book of Gyeonghoeru Pavilion also discloses parts where Diagram of Hotu, Later Heaven Arrangement and Arrangement of 64 Hexagrams are applied. Therefrom, it has been found out that Gyeonghoeru pavilion was constructed by applying the principles of East Asian philosophy based on The Book of Changes.

  • PDF