• 제목/요약/키워드: method detection limit

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기하학적 기법을 이용한 하이퍼스펙트럴 영상의 Linear Spectral Mixing모델에 관한 연구 (A Study on Linear Spectral Mixing Model for Hyperspectral Imagery with Geometric Method)

  • 장은석;김대성;김용일
    • 한국GIS학회:학술대회논문집
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    • 한국GIS학회 2003년도 추계학술대회논문집
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    • pp.23-29
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    • 2003
  • Detection in remotely sensed images can be conducted spatially, spectrally or both [2]. If the images have high spatial resolution, materials can be detected by using spatial and spectral information, unless we can't see the object embedded in a pixel. In this paper, we intend to solve the limit of spatial resolution by using the hyperspectral image which has high spectral resolution. Therefore, the Linear Spectral Mixing(LSM) Model which is sub-pixel detection algorithm is used to solve this problem. To find class Endmembers, we applied Geometric Model with MNF(Minimum Noise Fraction) transformation. From the result of sub-pixel detection algorithm, we can see the detection of water is satisfied and the object shape cannot be extracted but the possibility of material existence can be identified.

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Fast Super-Resolution GAN 기반 자동차 번호판 검출 및 인식 성능 고도화 기법 (Improved Method of License Plate Detection and Recognition Facilitated by Fast Super-Resolution GAN)

  • 민동욱;임현석;곽정환
    • 스마트미디어저널
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    • 제9권4호
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    • pp.134-143
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    • 2020
  • 자동차 번호판 인식 기술은 도로의 교통상황 통제, 과속차량 단속, 도주 차량의 추적 등 현대 교통 시설 및 교통 안전망을 책임지고 있는 핵심 기술 중 하나이다. 이 기법은 과거에도 연구되었던 분야였으나 최근 딥러닝 기술의 발전으로 다양한 기법들을 적용하여 향상된 성능을 보이는 분야이며, 크게 자동차 번호판 검출과 번호판 인식으로 나뉜다. 본 연구에서는 다양한 객체 검출 모델과 WPOD-Net(Warped Planar Object Detection Network) 모델을 활용하여 자동차 번호판 검출 성능을 향상시키기 위한 실험을 진행하였으며, 객체 검출 모델을 활용하여 번호판을 검출하는 기존 방식들 대신 차량을 검출한 다음 번호판을 검출하는 방식을 택하여 정확도를 높였다. 특히 Super-Resolution 기법 중 하나인 Fast-SRGAN 모델을 활용하여 이미지 내에 존재하는 노이즈를 제거하는 처리를 통해 최종 성능을 향상시켰다. 결과적으로 92.38%에서 96.72%로 선행 연구 대비 평균 4.34% 향상된 성능이 실험을 통해 확인되었다.

Isocratic 조건하에서 HPLC를 이용한 산업시설 배출가스 중 포름 알데하이드 분석 (An Analytical Method of Formaldehyde in Exhaust Gases from Industrial Facilities using a HPLC under Isocratic Conditions)

  • 김준표;박승식;배민석
    • 한국대기환경학회지
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    • 제34권4호
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    • pp.616-624
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    • 2018
  • In this study, a previous DNPH (2,4-dinitrophenylhydrazine) coupled with high performance liquid chromatography (HPLC) method to measure the concentration of formaldehyde in ambient and source environments has been improved. To improve the disadvantage of the previous HPLC method, an appropriate composition ratio of mobile phase (water: acetonitrile (ACN)) was determined and an isocratic analysis was conducted. Furthermore, limit of detection (LOD), limit of quantitation(LOQ), accuracy, and precision were investigated to verify the reliability of the analytical conditions determined. Finally, samples of exhaust gases from five different industrial facilities were applied to HPLC analytial method proposed to determine their formaldehyde concentrations. The appropriate composition ratio of the mobile phase under the isocratic condition was a mixture of water(40%) and ACN(60%). As the volume fraction of the organic solvent ACN increases, retention time of the formaldehyde peak was reduced. Detection time of formaldehyde peak determined using the proposed isocratic method was reduced from 7 minutes(previous HPLC method) to approximately 3 minutes. LOD, LOQ, accuracy, and precision of the formaldehyde determined using standard solutions were 0.787 ppm, 2.507 ppm, 93.1%, and 0.33%, respectively, all of which are within their recommended ranges. Average concentrations of the formaldehyde in five exhaust gases ranged from 0.054 ppm to 1.159 ppm. The lowest concentration (0.054 ppm) was found at samples from waste gas incinerator in a bisphenol-A manufacturing plant. The highest was observed at samples from the absorption process in manufacturing facilities of chemicals including formaldehyde and hexamine. The analytical time of the formaldehyde in ambient air can be shortened by using the isocratic analytical method under appropriate mobile phase conditions.

Development of Pretreatment Method for Analysis of Vitamin B12 in Cereal Infant Formula using Immunoaffinity Chromatography and High-Performance Liquid Chromatography

  • Park, Jung Min;Koh, Jong Ho;Kim, Jin Man
    • 한국축산식품학회지
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    • 제41권2호
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    • pp.335-342
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    • 2021
  • Vitamin B12 deficiency may lead to serious health issues in both infants and adults. A simple analytical method involving sample pretreatment with enzyme, followed by cyanide addition under acidic conditions; separation on an immunoaffinity column; and high-performance liquid chromatography (HPLC) was developed for the rapid detection and quantitation of vitamin B12 in powdered milk. Detection limit and powdered milk recovery were determined by quantitative analysis. The limits of detection and quantitation were 2.71 and 8.21 ㎍/L, respectively. Relative standard deviations of the intra-day and inter-day precisions varied in the ranges of 0.98%-5.31% and 2.16%-3.90%, respectively. Recovery of the analysis varied in the range of 83.41%-106.57%, suggesting that the values were acceptable. Additionally, vitamin B12 content and recovery in SRM 1849a were 54.10 ㎍/kg and 112.24%, respectively. Our results suggested that the analytical method, including the sample pretreatment step, was valid. This analytical method can be implemented in many laboratory-scale experiments that seek to save time and labor. Therefore, this study shows that immunoaffinity-HPLC/ultraviolet is an acceptable technique for constructing a reliable database on vitamin B12 in powdered milk containing starch as well as protein and/or fat in high amounts.

액체크로마토그래피를 이용한 계란 중 테트라사이클린계 항생물질의 동시분석법 개발 (Multiresidue Determination of Tetracyclines in Eggs using Liquid Chromatography with Ultraviolet Detection)

  • 이상희;심유신;최윤희;이범길;김현주;신동빈
    • 한국식품위생안전성학회지
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    • 제22권4호
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    • pp.370-374
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    • 2007
  • 본 논문에서는 테트라사이클린(TCs)계 항생물질 4종(옥시테트라사이클린, 테트라사이클린, 클로르테트라사이클린, 독시사이클린)에 대하여, 액-액 추출 과정을 거쳐서 자외선검출기가 장착된 액체크로마토그래피를 이용하여 계란 중에서 TCs를 효율적으로 분석하는 방법을 확립하였다. 컬럼은 Zorbax Eclipse XDB-C8$(150mm{\times}4.6mm,\;5{\mu}m)$, 이동상 용매는 20 mM oxalic acid(pH 1.5), acetonitrile로 기울기 용리를 사용하였으며, 검출파장은 360 nm로, 그리고 유속은 1.0 ml/min, 주입량은 10 ml로 설정하여 분석하였다. 확립된 분석조건으로, TCs 4종에 대한 표준검정 곡선은 $50-800{\mu}g/kg$의 농도범위에서 상관계수가 0.994이상의 양호한 직선성을 나타내었다. 회수율은 $50-800{\mu}g/kg$의 농도범위에서 79.6-109.3%로, 향상된 추출효율을 나타내었으며, 검출한계는 $30{\mu}g/kg$이었고, 정량한계는 $50{\mu}g/kg$으로서 MRL/4 수준 이하까지는 충분히 검출 가능하였다. 또한, 일내(intra-day)와 일간(inter-day) 정밀도(RSD)는 0.1-10.9%, 1.1-13.7%이었다. 따라서, 확립된 분석방법은 계란 중의 TCs을 효과적으로 분석하는데 이용될 수 있을 것으로 사료된다.

유아용 조제분유 내 Cronobacter muytjensii 검지를 위한 간접 비경합 면역분석법의 개발 (Development of an Indirect Non-Competitive Enzyme-Linked Immunosorbent Assay for the Detection of Cronobacter muytjensii in Infant Formula Powder)

  • 송신지에;김명희
    • 한국식품영양학회지
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    • 제26권4호
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    • pp.936-944
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    • 2013
  • Cronobacter muytjensii는 유아용 조제분유(IFP)의 잠재적 위험요인으로 중요한 식품 기인성 병원균이다. 이 연구에서는 C. muytjensii 검지를 위한 특이적 면역글로불린 G(IgG)를 개발하고, 이 anti-C. muytjensii IgG를 이용하여 간접 비경쟁 효소면역측정법(INC-ELISA)을 개발하였다. 그 결과, 새롭게 개발한 INC-ELISA 방법은 C. muytjensii에 매우 민감하고, 순수배양 시 $6.5{\times}10^3CFU/ml$의 검출한계와 유아용 조제분유에서 1 cell/25 g의 검출한계를 나타내었다. INC-ELISA 방법은 또한 C. muytjensii에 탁월한 특이성을 보이고, Cronobacter 속 외 11종의 다른 식품 기인성 병원균 계통과의 교차반응을 보이지 않았다. 이러한 결과는, 개발된 INC-ELISA 방법이 C. muytjensii에 매우 민감하고 효율적이며, 신속하고 용이한 검출을 위한 진단 키트 개발에 적용할 수 있음을 시사한다.

Direct Identification of Vibrio vulnificus by PCR Targeting Elastase Gene

  • Lee, Jae-Won;Jun, In-Joon;Kwun, Hyun-Jin;Jang, Kyung-Lib;Cha, Jae-Ho
    • Journal of Microbiology and Biotechnology
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    • 제14권2호
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    • pp.284-289
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    • 2004
  • A PCR assay for the rapid detection of Vibrio vulnificus strains was developed using a virulence gene for elastase found in various Vibrio species. The DNA sequences in the elastase gene facilitated the identification of a species-specific probe for pathogenic V. vulnificus strains from both clinical and environmental sources. Using an elastase gene-based PCR reaction, a species-specific 507-bp PCR product was visualized by agarose gel electrophoresis. Three different DNA extraction methods were then compared to improve the simplicity and rapidity of detection. A PCR assay using the conventional DNA extraction or boiling method was able to detect as few as 25 V. vulnificus cells, making the detection limits at least 1-log-scale lower than that for the EDT A-treated DNA extraction method. In particular, the boiling method, which does not require purification of the chromosomal DNA, was very effective in terms of simple and rapid detection. Meanwhile, the detection limit in a mixed bacterial culture that included other bacteria, such as Escherichia coli or Bacillus subtilis, was two V. vulnificus cells, which was 1-log-scale lower than that for the control. Accordingly, when coupled with a new DNA extraction method, the elastase gene-based PCR can provide a rapid, specific, and sensitive method for identifying V. vulnificus in clinical and environmental samples.

확산포집-이온크로마토그래프법을 이용한 대기중 SOx의 자동정량 (Automated Determination of SOx in Air by Diffusion Scrubber-lon Chromatography)

  • 이용근;이동수;백선영
    • 한국대기환경학회지
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    • 제11권4호
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    • pp.307-313
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    • 1995
  • An automatic method is developed for the determination of SOx in atmosphere. The method involves SOx sampling in diffusion scrubber followed by ion chromatographic analysis. Filtered air is withdrawn at 1.8.ell./min through a diffusion scrubber of which inner tube is made of PTFE(Gore-tex) membrane tubing. 1mM $H_{2}$ $O_{2}$ is used as absorbing solution so that SOx is oxidized to S $O_{4}$$^{2-}$. The scrubbered solution is automatically injected into ion chromatograhpy eith conductivity detection for sulphate determination. Replacement of commonly used polyproplene membrane with PTFE gives several merits such as easy preparation of diffusion scrubber, better collection efficiency. No measurable memory effect is experienced, and this isin contrast to previous work for ammonia. Detection limit of this method defined by three times standard deviation is 0.56ppbv. The precision is 0.4% RSD at SOx concentration of 7.3ppbv Results for Seoulatmosphere ate presented.

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기체크로마토그래피에 의한 한국산 배초향의 정유 분석과 Cholinesterase 억제활성 (Gas Chromatographic Analysis and Cholinesterase Activity of the Essential Oil from Korean Agastache rugosa)

  • 최재수;송병민;박희준
    • 생약학회지
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    • 제47권2호
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    • pp.192-196
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    • 2016
  • The herb of Agastache rugosa (Lamiaceae) called Korean mint as a spice or Agastache Herba as a crude drug is known to contain highly fragrant volatile substances. This research aimed to establish the quantitative gas chromatography (GC) method on the essential oil of A. rugosa using the three standard compounds, estragole, methyleugenol, pulegone, and to find whether the essential oil has anti-Alzheimer's activity. The GC quantification method was established by determining the linearity of calibration curve ($R^2$), linear range, and both limit-of-detection (LOD) and limit-of-quantification (LOQ). The $IC_{50}$ of the essential oil on the activities of acetylcholinesterase (AChE) and butyrylcholinesterase (BChE) were determined to be $69.06{\pm}0.26$ and $76.71{\pm}0.58{\mu}g/ml$, respectively.

Specific and Sensitive Primers Developed by Comparative Genomics to Detect Bacterial Pathogens in Grains

  • Baek, Kwang Yeol;Lee, Hyun-Hee;Son, Geun Ju;Lee, Pyeong An;Roy, Nazish;Seo, Young-Su;Lee, Seon-Woo
    • The Plant Pathology Journal
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    • 제34권2호
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    • pp.104-112
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    • 2018
  • Accurate and rapid detection of bacterial plant pathogen is the first step toward disease management and prevention of pathogen spread. Bacterial plant pathogens Clavibacter michiganensis subsp. nebraskensis (Cmn), Pantoea stewartii subsp. stewartii (Pss), and Rathayibacter tritici (Rt) cause Goss's bacterial wilt and blight of maize, Stewart's wilt of maize and spike blight of wheat and barley, respectively. The bacterial diseases are not globally distributed and not present in Korea. This study adopted comparative genomics approach and aimed to develop specific primer pairs to detect these three bacterial pathogens. Genome comparison among target pathogens and their closely related bacterial species generated 15-20 candidate primer pairs per bacterial pathogen. The primer pairs were assessed by a conventional PCR for specificity against 33 species of Clavibacter, Pantoea, Rathayibacter, Pectobacterium, Curtobacterium. The investigation for specificity and sensitivity of the primer pairs allowed final selection of one or two primer pairs per bacterial pathogens. In our assay condition, a detection limit of Pss and Cmn was $2pg/{\mu}l$ of genomic DNA per PCR reaction, while the detection limit for Rt primers was higher. The selected primers could also detect bacterial cells up to $8.8{\times}10^3cfu$ to $7.84{\times}10^4cfu$ per gram of grain seeds artificially infected with corresponding bacterial pathogens. The primer pairs and PCR assay developed in this study provide an accurate and rapid detection method for three bacterial pathogens of grains, which can be used to investigate bacteria contamination in grain seeds and to ultimately prevent pathogen dissemination over countries.