• Title/Summary/Keyword: Spectral Correlation

검색결과 552건 처리시간 0.026초

SLR 디지털카메라의 식생관측센서로서의 유효성 검토 (The Availability Examination for Vegetation Measurement of The SLR Digital Camera)

  • 김종환;김응남;전병덕;삼산화일
    • 한국측량학회지
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    • 제27권1호
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    • pp.683-692
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    • 2009
  • 디지털 카메라를 이용한 지상형 원격탐사 기술은 농작물의 생육관리, 법면 녹화의 모니터링 및 환경 평가와 같은 식생평가분야에 유용한 기술로서 기대되고 있다. 본 논문에 서늘 일반적인 목적으로 판매되고 있는 디지털 카메라의 식생 평가분야에의 적용 가능성에 대하여 검토하였다. 그 결과, $\gamma$보정, 적정노출보정을 실시함으로써 시계열 관측 데이터간의 상면조도와 입사 에너지간의 관계를 분석할 수 있었다. 또한, 지상형 원격탐사에 있어서의 촬영 각도, 조도의 영향을 보정하기 위한 모델식을 제안하였다. 평가시험에서는 분광광도계와 디지털 카메라에 의해 구한 NDVI에는 높은 상관관계가 있음을 알 수 있었다.

CHALLENGING APPLICATIONS FOR FT-NIR SPECTROSCOPY

  • Goode, Jon G.;Londhe, Sameer;Dejesus, Steve;Wang, Qian
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.4112-4112
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    • 2001
  • The feasibility of NIR spectroscopy as a quick and nondestructive method for quality control of uniformity of coating thickness of pharmaceutical tablets was investigated. Near infrared spectra of a set of pharmaceutical tablets with varying coating thickness were measured with a diffuse reflectance fiber optic probe connected to a Broker IFS 28/N FT-NIR spectrometer. The challenging issues encountered in this study included: 1. The similarity of the formulation of the core and coating materials, 2. The lack of sufficient calibration samples and 3. The non-linear relationship between the NIR spectral intensity and coating: thickness. A peak at 7184 $cm^{-1}$ was identified that differed for the coating material and the core material when M spectra were collected at 2 $cm^{-1}$ resolution (0.4 nm at 7184 $cm^{-1}$). The study showed that the coating thickness can be analyzed by polynomial fitting of the peak area of the selected peak, while least squares calibration of the same data failed due to the lack of availability of sufficient calibration samples. Samples of coal powder and solid pieces of coal were analyzed by FT-NIR diffuse reflectance spectroscopy with the goal of predicting their ash content, percentage of volatile components, and energy content. The measurements were performed on a Broker Vector 22N spectrometer with a fiber optic probe. A partial least squares model was constructed for each of the parameters of interest for solid and powdered sample forms separately. Calibration models varied in size from 4 to 10 PLS ranks. Correlation coefficients for these models ranged from 86.6 to 95.0%, with root-mean-square errors of cross validation comparable to the corresponding reference measurement methods. The use of FT-NIR diffuse reflectance measurement techniques was found to be a significant improvement over existing measurement methodologies in terms of speed and ease of use, while maintaining the desired accuracy for all parameters and sample forms.(Figure Omitted).

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Application of Near Infrared Spectroscopy for Nondestructive Evaluation of Nitrogen Content in Ginseng

  • Lin, Gou-lin;Sohn, Mi-Ryeong;Kim, Eun-Ok;Kwon, Young-Kil;Cho, Rae-Kwang
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1528-1528
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    • 2001
  • Ginseng cultivated in different country or growing condition has generally different components such as saponin and protein, and it relates to efficacy and action. Protein content assumes by nitrogen content in ginseng radix. Nitrogen content could be determined by chemical analysis such as kjeldahl or extraction methods. However, these methods require long analysis time and result environmental pollution and sample damage. In this work we investigated possibility of non-destructive determination of nitrogen content in ginseng radix using near-infrared spectroscopy. Ginseng radix, root of Panax ginseng C. A. Meyer, was studied. Total 120 samples were used in this study and it was consisted of 6 sample sets, 4, 5 and 6-year-old Korea ginseng and 7, 8 and 9-year-old China ginseng, respectively. Each sample set has 20 sample. Nigrogen content was measured by electronic analysis. NIR reflectance spectra were collected over the 1100 to 2500 nm spectral region with a InfraAlyzer 500C (Bran+Luebbe, Germany) equipped with a halogen lapmp and PbS detector and data were collected every 2 nm data point intervals. The calibration models were carried out by multiple linear regression (MLR) and partial least squares (PLS) analysis using IDAS and SESAME software. Result of electronic analysis, Korean ginseng were different mean value in nitrogen content of China ginseng. Ginseng tend to generally decrease the nitrogen content according as cultivation year is over 6 years. The MLR calibration model with 8 wavelengths using IDAS software accurately predicted nitrogen contents with correlation coefficient (R) and standard error of prediction of 0.985 and 0.855%, respectively. In case of SESAME software, the MLR calibration with 9 wavelength was selected the best calibration, R and SEP were 0.972 and 0.596%, respectively. The PLSR calibration model result in 0.969 of R and 0.630 of RMSEP. This study shows the NIR spectroscopy could be applied to determine the nitrogen content in ginseng radix with high accuracy.

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Discrimination and Quantitative Analysis of Watercore in Apple Fruit by Near Infrared Transmittance Spectroscopy

  • Kim, Eun-Ok;Sohn, Mi-Ryeong;Kwon, Young-Kil;Lin, Gou-Lin;Cho, Rae-Kwang
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1529-1529
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    • 2001
  • The watercore in apple is very important factor in storage and sorting of fruit. Most consumers tend to prefer the apple included watercore in immediately after harvest, however the watercore causes fruit flesh to brown during storage and lose the worth after all. But it is practically impossible to judge to the naked eye whether an apple has watercore or not. Therefore, the rapid, accurate and non-destructive analysis method for discrimination of watercore should be settled without delay. In this study we attempted the discrimination and quantitative analysis of watercore in apple fruit using near-infrared transmittance spectroscopy ‘Fuji’ apple fruits produced in Kyungpook of Korea was used in this experiment. The watercore content in apple was evaluated by graphic treatment of culled slice sections(10 mm). NIR transmittance spectra were collected over the 500 to 1000 nm spectral region with a spectrometer (Sentronic Co., Germany). The calibration models were carried out by partial least squares (PLS) analysis between NIR spectra data of apples and chemical data of watercore content. The spectra were different in absorbance between apple included watercore and not included one. Apple included watercore had higher absorption band than sample not included one at 732 and 820 nm. The calibration model seems to be accurate to predict the watercore content in apple fruit, the correlation coefficient (R) and root mean square error of prediction (RMSEP) were 0.99 and 0.93%, respectively. This result indicates that the PLSR calibration model by using NIR transmittance spectroscopy could be used for discrimination of watercore in apple fruit.

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THE ANALYSIS OF THE FT-NIR SPECTRA OF WATER ON THE BASIS OF TWO-STATE MODEL

  • Boguslawa, Czarnik-Matusewicz
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1181-1181
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    • 2001
  • Robinson with ${coworkers}^{1}$ have introduced two-state outer-neighbor bonding model to explain the anomalies of water. The studies on the properties of water as a function of temperature and pressure revealed that, unlike other ideas, all $H_2O$ molecules in liquid are tetrabonded. On the average they are forming two different bonding types. One type is the regular tetrahedral water-water bonding similar to that found in the ordinary ice Ih, whereas the other is a more dense nonregular tetrahedral bonding similar to that appearing in the ice II. The transformation between these two bonding forms is evidenced by FT-NIR experiment. The FT-NIR measurements were done for liquid water in the temperature range from $20^{\circ}C$ up to $80^{\circ}C$ in a wide extent of frequencies: 12 000 - 4000 $cm^{-1}$ /. Temperature dependent variations in the volume fraction of these two structures are directly related to the spectral changes. The absorbance variations are explored by means of the two-dimensional correlation spectroscopy (2DCOS), principal component analysis (PCA), curve fitting and second derivatives. The presence of the isosbestic points in a range of the combination and overtone transitions indicates that the experimental spectra are a superposition of two temperature independent components. One component of diminishing intensity with temperature increase, is assigned to a stronger hydrogen bonds occurred in the Ih type, whereas the second component showing an opposite behavior, one can attribute to a weaker H-bonds characteristic for the II type. The understanding of the hydrogen bonding network in the liquid water is very important in interpretation of the interaction between water and protein chain. The two-state model of water surrounding the protein surface could advance an understanding of the hydration process.

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해수의 광학적 성질과 해양기초생산 -동열대 대서양 Oligotrophic zone을 중심으로- (Optical Properties of Ocean Water and Marine Primary Production -A Study on the Oligotrophic Zone in the Eastern Tropical Atlantic Ocean-)

  • 윤홍주;류청로;김기태;김현주
    • 한국수산과학회지
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    • 제28권2호
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    • pp.174-182
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    • 1995
  • Using the optical data from the EUMELI 3 and 4 missions, the optical properties are discussed in relation to primary production in the oligotrophic zone of the Eastern Atlantic Ocean. The depth of euphotic layer $(Z_{eu})$, the total accumulated concentration of pigment $(C_{TOT})$ and the concentration of pigment (C) are 88m, $12.4mgm^{-2}\;and\;0.14mgm^{-3}$, respectively for the EUMELI 3 mission and 101.7m, $10.0mgm^{-2}\;and\;0.10mgm^{-3}$, respectively for the EUMELI 4 mission. The concentration of pigment is higher in autumn (EUMELI 3) than in spring (EUMELI 4). This indicates that the concentration of photosynthetic pigment has a close correlation with vertical attenuation coefficient $(K(\lambda))$ that changes seasonally in the euphotic layer. While the spectral distributions of downward Irradiance$(E_d)$ for the wave length of 470nm increase with depth, those of upward irradiance $(E_u)$ for the wave length range between 410nm and 490nm are constant, because the study area is covered with the blue and clear oceanic deep waters. The vertical attenuation coefficients of downward irradiance $(K_d)$ and upward irradiance $(K_u)$ have low values between 0.02 and $0.06m^{-1}$ due to the low absorption and scattering by the photosynthetic pigment of phytoplankton. Therefore this zone has the characteristics of the case 1 waters with low concentrations of photosynthetic pigment, and can be classifed into IB.

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구간평균 그래프 기반의 버퍼존 개념을 적용한 Hyperion 초분광영상의 변화화소 추출 (Extraction of Changed Pixels for Hyperion Hyperspectral Images Using Range Average Based Buffer Zone Concept)

  • 김대성;편무욱
    • 한국측량학회지
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    • 제29권5호
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    • pp.487-496
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    • 2011
  • 본 연구는 단일 임계값으로 결정된 변화화소를 버퍼존 개념을 적용하여 재추출함으로써, 보다 신뢰도 높은 무감독변화탐지를 수행하는데 목적이 있다. 우선, 그래프 생성기법과 직선과의 최대거리를 통해 결정된 임계값을 기반으로 세 개의 버퍼존을 생성하였다. 이 중 변화화소와 무변화화소가 혼재하는 구간인 버퍼존II에 대해 무감독분류를 수행하여 변화화소를 재추출하였다. Hyperion 초분광영상을 사용하여 제안기법을 적용하였으며, 단일 임계값 방법을 적용한 변화탐지 결과와의 비교를 통해 제안기법의 성능을 평가하였다. 결과를 통해, 버퍼존 기법이 다소 많은 변화화소를 추출하였으나, 산림지역에 대해 보다 정확한 변화탐지를 수행함을 확인할 수 있었다.

Differential Optical Absorption Spectroscopy를 이용한 대기오염 측정 및 분석 (Air Pollution Measurement and Analysis using a Differential Optical Absorption Spectroscopy)

  • 김상우;원재광;박기학;윤순창;홍천상
    • 한국대기환경학회지
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    • 제17권5호
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    • pp.375-384
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    • 2001
  • Optical remote sensing techniques are particularly advantageous over the conventional fixed point methods because with these methods large-area monitoring can be possible and sample preparation difficulties are avoidable. Instruments based on the differential optical absorption spectroscopy (DOAS) technique are widely used for monitoring air pollutants in urban areas in recent years. In this study, $O_3$, SO$_2$, NO$_2$, and VOCs (benzene, toluene, xylene, and styrene) are measured continuously at Sihwa industrial area using a DOAS from February to November. 1999. Intercomparison between the DOAS method and the conventional methods (filed point samplers for $O_3$, NO$_2$, and SO$_2$, and adsorbent sampling methods and gas chromatography for VOCs) are performed simultaneously at the same site. The time series of the DOAS data and that of fixed point method show good match at the view point of the tendency, but the absolute concentration values of these two methods differ quite a lot from each other; correlation coefficients shows 0.78 for $O_3$and 0.97 for SO$_2$. However, the results of VOCs measurements are not quite satisfactory ; the spectral interference with $O_2$and $O_3$appears to be the major cause of the errors for VOCs .

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화자인식에서 연속밀도 은닉마코프모델의 혼합밀도 결정방법 (Gaussian Density Selection Method of CDHMM in Speaker Recognition)

  • 서창우;이주헌;임재열;이기용
    • 한국음향학회지
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    • 제22권8호
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    • pp.711-716
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    • 2003
  • 본 논문은 연속밀도 은닉마코프모델에서 각 상태별 혼합성분 개수를 결정하는 방법을 제안한다. 지금까지의 대부분의 연구가 연속밀도 은닉마코프모델에서 화자의 스펙트럼 특성에 상관없이 각 상태별 동일한 혼합성분 개수를 적용하였다. 이런 접근방법은 많은 계산량을 요구할 뿐만 아니라, 각 상태의 특성을 무시하고 있기 때문에 각 상태별 음성신호의 정확한 모델링을 할 수 없다. 따라서 본 논문에서 제안한 연속밀도 은닉마코프모델의 파라미터 추정은 각 상태별 혼합성분에 대한 발생 확률값에 따라서 결정하였다. 또한 혼합성분의 개수를 줄이는 과정에서 신호의 상관성을 줄이고 시스템의 전체적인 안정성을 얻기 위해서 주성분 분석을 이용하였다. 제안한 방법은 기존의 은닉마코프모델에 비해서 평균 10% 작은 혼합성분 개수를 이용했을 때를 기준으로 실험하였다. 실험결과에서 혼합성분 결정만을 적용했을 때 거의 비슷한 성능을 얻을 수 있었다. 그리고 주성분 분석을 이용했을 때, 특정벡터가 16 차일 때 평균 0.35%의 성능감소가 일어났지만, 25 차에서는 평균 0.65%의 성능개선을 얻을 수 있었다.

부채별 상관 특성을 이용한 OFDM 시스템의 주파수 다이버시티 기법 성능 분석 (Performance Analysis of Frequency Diversity Scheme for OFDM Systems Using Sub-channel Correlation Characteristics)

  • 이종식;김장욱;오창헌;조성준
    • 한국통신학회논문지
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    • 제29권6A호
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    • pp.614-622
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    • 2004
  • 본 논문에서는 OFDM 시스템의 성능을 개선하기 위한 주파수 다이버시터 기법을 제안하였다. 제안한 기법은 송신기에서 간단한 심볼 부호화 과정을 통해 상관도가 가장 낮은 두 부채널로 특정한 위상차를 갖는 심볼을 전송함으로써, 수신기에서 간단한 신호처리 과정을 통해 주파수 다이버시티 이득을 얻을 수 있는 기법으로 대역효율 감소 없이 기존 OFGM 시스템의 성능을 개선하였다. 또한, 제안한 기법의 성능 저하 원인인 위상차 추정 오류를 최소화하기 위한 최적 위상값을 제시하였으며, 비트 오류를 최소화하기 위한 비트/심볼 변환기법을 제안하였다. 그 결과 추가적인 부호화 및 복호화에 의해 시스템의 복잡도가 조금 증가하지만 기존 시스템의 성능 개선 측면에서 우수하다고 판단되며, 제안한 기법을 적용한 27x/1Rx STBC-OFDM(Space Time Block Coded - OFDM) 시스템의 성능이 기존 27x/1Rx STBC-OFDM 시스템 보다 성능이 우수함을 시뮬레이션을 통해 확인하였다.