• Title/Summary/Keyword: 일반성분분석

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A Facial Feature Area Extraction Method for Improving Face Recognition Rate in Camera Image (일반 카메라 영상에서의 얼굴 인식률 향상을 위한 얼굴 특징 영역 추출 방법)

  • Kim, Seong-Hoon;Han, Gi-Tae
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.5
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    • pp.251-260
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    • 2016
  • Face recognition is a technology to extract feature from a facial image, learn the features through various algorithms, and recognize a person by comparing the learned data with feature of a new facial image. Especially, in order to improve the rate of face recognition, face recognition requires various processing methods. In the training stage of face recognition, feature should be extracted from a facial image. As for the existing method of extracting facial feature, linear discriminant analysis (LDA) is being mainly used. The LDA method is to express a facial image with dots on the high-dimensional space, and extract facial feature to distinguish a person by analyzing the class information and the distribution of dots. As the position of a dot is determined by pixel values of a facial image on the high-dimensional space, if unnecessary areas or frequently changing areas are included on a facial image, incorrect facial feature could be extracted by LDA. Especially, if a camera image is used for face recognition, the size of a face could vary with the distance between the face and the camera, deteriorating the rate of face recognition. Thus, in order to solve this problem, this paper detected a facial area by using a camera, removed unnecessary areas using the facial feature area calculated via a Gabor filter, and normalized the size of the facial area. Facial feature were extracted through LDA using the normalized facial image and were learned through the artificial neural network for face recognition. As a result, it was possible to improve the rate of face recognition by approx. 13% compared to the existing face recognition method including unnecessary areas.

Chemical Analysis of Pinus Leaves (소나무속 잎의 성분 분석)

  • 황병호;조재현;함승시;강하영
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.29 no.1
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    • pp.6-9
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    • 2000
  • Chemical components such as vitamins, fatty acids, amino acids and rutins in the leaves of the Pinus densiflora Sieb. et Zucc., Pinus koraiensis Sieb. et Zucc., Pinus rigida Mill., Pinus thunbergii Parl. were analyzed. The vitamin A content in the P. densiflora and vitamin C content in the P. thunbergii were obtained more than the others. Oleic acid, linolenic acid, palmitic acid and lauric acid were the major fatty acids among 19 fatty acids detected in 4 kinds of pinus leaves and the only essential fatty acid of linolenic acid was also identified. The major amino acids were glutamic acid, leucine, arginine and aspartic acid among 17 kinds of amino acids detected in the pinus leaves and the amount of essential amino acids was 47.6% in P. densiflora. The highest amount of rutin was 10.34% in P. thunbergii.

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A Study on the Reliability Analysis of the Motor by Temperature Accelerated Life Test (온도가속수명시험에 의한 고압전동기 신뢰성분석연구)

  • Kim, Min-Kyu;Hong, Jeong-Pyo;Koo, Dae-Hyun
    • Proceedings of the KIEE Conference
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    • 2004.07c
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    • pp.1903-1905
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    • 2004
  • 고압전동기나 발전기의 사용수명은 절연시스템의 열화에 의해 좌우된다. 일반적으로 기기의 내구성을 확인하기 위해 국제규격이나 국내규격에서 적용하고 있는 방법으로는 온도에 의한 열화시험을 실시하여 절연계급에 대한 내구성을 평가한다. 본 논문에서는 현재 국내에서 제정된 신뢰성평가기준에 따른 국내 2개 회사의 일반유도전동기에 대해 실시한 온도 가속수명시험을 통해서 얻어진 자료를 이용한 시험방법의 개선 및 고장분석 등 신뢰성분석에 대해서 서술한다.

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Development of a Beverage Using the Extracts from Bombyx mori L., Morus alba L., Dioscoreae rhizome and Inonotus obliquus (누에, 뽕나무, 산약 및 차가버섯 추출물을 이용한 음료 개발)

  • Kim, Eun-Joo;Kim, Soon-Hee;Kim, Soo-Min
    • Food Science and Preservation
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    • v.18 no.6
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    • pp.844-852
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    • 2011
  • In this study, various antioxidant propertieswere evaluated by analyzing the proximate composition and free-sugar and DNJ contents of the Bombyx mori L., Mori fructus, Morus ramulus, Mori folium, Dioscoreae rhizome and Inonotus obliquus extracts, and the antidiabetic effect was evaluated through an in-vivo experiment. Product evaluation was conducted after preparing a beverage for the easy use of the mixed extract for biological activity, as a functional resource. The biochemical composition of the extracts was 0.31% crude protein, 0.114 g/100 mL free sugar and 161.02 mg/gdw DNJ, all of which showed excellent results in all the antioxidant ability and ${\alpha}$-glucosidase inhibition ability experiments. The beverage showed the following functionalities. The total-polyphenol content was 71.93%, but the electron-donating ability was highest in the 5% extract concentration. Moreover, when the TBARS values were experimented on, KO2 showed an especially high scavenging ability. During the five-week beverage supply after inducing diabetes with streptozotocin (STZ), the change in the blood sugar was measured, and the STZ-induced diabetes+oral-beverage group (C) showed a lower blood sugar level than the diabetes comparative group (B) in the second week. In the STZ-induced diabetes+free-diet/beverage group (D), the blood glucose level also slowly decreased in the second week. The lowest blood glucose level among the STZ-induced diabetes groups was shown in the fifth week.

Effect of Nutrition Permeability from Barley sprouts, Curcuma longa L., Dendropanax morbifera LEV., Phellinus linteus Using Cryogenic Grinding Technology (동결분쇄를 이용한 보리싹, 울금, 황칠, 상황버섯의 영양성분 증진 및 투과 효과)

  • Lee, Il-nam;Han, Ye-eun;Jeong, Ho-jun;Park, Haeun;Jung, Juyeong;Rhee, Jin-Kyu
    • Food Engineering Progress
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    • v.21 no.4
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    • pp.391-402
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    • 2017
  • The purpose of this study was to improve the nutrition and the permeability of functional plants by using cryogenic grinding technology. Barley sprouts, Curcuma longa L., Dendropanax morbifera LEV., Phellinus linteus were dried, ground and extracted in different temperature conditions. Powder size of barley sprouts and Curcuma longa L. were about $50{\mu}m$ and Dendropanax morbifera LEV. and Phellinus linteus were about $20{\mu}m$. Cryogenic ground of Barley sprouts preserved 18.27-124.65% of nutrients such as protein, ash, carbohydrate, beta carotene, minerals, vitamins. Cryogenic grinding powder of Curcuma longa L. show high nutrients retention rate of lipid and carbohydrate. Permeability was measured by Parallel Artificial Membrane Permeability Assay (PAMPA) to predict passive gastrointestinal absorption. Permeability of saponarin, which is marker compound of Barley sprouts, is 9.88 times higher in cryogenic grinding powder than ambient grinding powder. Curcumin permability is 3.1 times higher than ambient grinded powder. As a result, particle size, nutrition, protein digestion degree and permeability demonstrated a positive relationship with the decreasing grinding temperature for the powders. These results confirm that the cryogenic grinding method had good suitability to increase functionality of plants, since it could minimize the heat generated while processing and effectively reduce the particle size.

Extraction of Nonlinear Dynamical Component by Wavelet Transform in Hydro-meteorological Data (수문기상자료의 웨이블렛 변환에 의한 비선형 동역학적 성분의 추출)

  • Jin, Young-Hoon;Park, Sung-Chun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.5B
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    • pp.439-446
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    • 2006
  • In the present study, we applied wavelet transform to decompose the hydro-meteorological data such as precipitation and temperature into the components with different return periods with a primary objective for extraction of nonlinear dynamical component. For the transform, we used the Daubechies wavelet of order 9 ('db9') as a basis function. Also, we applied the correlation dimension analysis to determine whether or not the detail and approximation components at the respective decomposition stage with the increasing of scale in the wavelet transform reveal the nonlinear dynamical characteristics. In other words, we proposed the combined use of the wavelet transform and the correlation dimension analysis as methodology to extract the nonlinear dynamical component from the hydro-meteorological data. The derived result has shown the method proposed in the present study is suitable for the segregation and extraction of the nonlinear dynamical component which is, in general, difficult to reveal by using the raw data.

ACE Inhibitory Materials from Raja kenojei (홍어의 항고혈압 활성물질)

  • 임현수
    • Journal of Life Science
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    • v.13 no.5
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    • pp.668-674
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    • 2003
  • This study was carried out to investigate the ACE inhibitory materials of Raja kenojei. Raja kenojei was sperated to fillet and viscera, and these were extracted with hot water. Antihypertensive activity was examined by mesearing angiotensin converting enzyme ACE inhibitory activity. ACE inhibitory activity of viscera at the concentration of 2% for Day 0 showed the highest value by 71.0%. But ACE inhibitory activity of fillet at 2% showed by 29%, which was lower antihypertensive activity than viscera. The protein content of viscerial hot water extracts in proximate composition showed the highest. And also, there was a large amount of aromatic and branched aliphatic amino acids in viscera than those in fillet. For the purification of antihypertensive material in visceral hot water extracts, it was separated and collected by Sephadex G-25 gel chromatography. The fraction (B) of 111 to 160 showed the highest ACE inhibitory activity by 65.1% at the concentration of 0.05%. But the other fractions (A and C) showed lower activity than B. These results demonstrate that crude hot water extracts of viscera from Raj kenojei may be useful as functional food ingredient with antihypertensive property.

Components Analysis of Korean Pollens and Pollen Extracts (국내산 화분 및 화분 추출물의 성분 분석)

  • Lee, Boo-Yong;Choi, Hee-Don;Hwang, Jin-Bong
    • Korean Journal of Food Science and Technology
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    • v.29 no.5
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    • pp.869-875
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    • 1997
  • The chemical components of Korean pollens and pollen extracts were analysed to provide fundamental data for pollen processing and products development. The contents of crude protein, crude lipid, crude ash, crude fiber and carbohydrate of pollens were $14.0{\sim}22.3%,\;3.0{\sim}8.8%,\;2.2{\sim}3.3%,\;0{\sim}37.5%,\;and\;31.9{\sim}64.4%$ respectively, showing the specially high crude fiber content (37.5%) in Pine pollen. Almost all the carbohydrate, lipid, protein and ash components except fiber were extracted by water and n-hexane. Free sugars identified in water extracts $(10\;^{\circ}Bx)$ of pollens were fructose and glucose as major component and maltose as minor component. The proportions of three free sugars to total soluble solid content of Mixed, Acorn, and Pine water extracts were 73.6%, 85.4% and 47.7% respectively. Potassium and phosphorus content in pollens and pollen water extracts were high, but Ca, Na, Mg, Fe and Zn were not major mineral components. The essential amino acids such as leucine, phenylalanine, methionine, lysine, valine, isoleucine and threonine were contained richly in pollens and those were almost completely extracted by water. Vitamin $B_1$ and C were not detected, but only small amount of vitamin $B_2$ was detected in the pollens and pollen extracts tested. The essential fatty acids such as linoleic acid and linolenic acid were contained richly in pollens. The proportion of unsaturated fatty acids to total fatty acid content in Mixed, Acorn and Darae pollen except Pine was higher than 50%.

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Comparison of the physicochemical components of Lentinula edodes cultivars cultivated in sawdust medium (톱밥배지에서 재배된 표고버섯 품종별 이화학적 성분 비교)

  • Choi, Ji Yeon;Kim, Min-Sun
    • Journal of Mushroom
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    • v.19 no.3
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    • pp.184-190
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    • 2021
  • With the development of sawdust medium cultivation technology, Lentinula edodes (shiitake mushroom) has become the most extensively produced and consumed mushroom globally. In this study, the approximate composition, nutritional components, and bioactive compounds of L. edodes were analyzed and compared for the five sawdust-cultivated shiitake mushrooms cultivars namely Sanjo701ho, Sanjo707ho, Sanjo715ho, Chamaram, and L808. The approximate range of the composition of freeze-dried shiitake mushrooms was 4.06-5.92 g/100 g of ash, 0.75-1.02 g/100 g of crude fat, and 21.24-29.15 g/100 g of crude protein. Sanjo701ho had the highest trehalose content (9.60±0.08 g/100 g), total polyphenol content (3.49±0.04 mg GAE/g), and total flavonoid content (1.33±0.03 mg QE/g) among the other shiitake mushroom cultivars. The total amino acid content was as follows: glutamic acid>aspartic acid>leucine. Glycine, alanine, valine, isoleucine, leucine, and phenylalanine contents were significantly decreased in the following sequence: Sanjo707ho, Sanjo715ho, Sanjo701ho, Chamaram, and L808. Crude protein, trehalose, and six types of amino acids were identified as classification indicators for the five cultivars of sawdust-cultivated shiitake mushrooms.

Monitoring of Pesticide Residues and Risk Assessment of Agricultural Products Consumed in South Korea (국내유통농산물 중 잔류농약 모니터링 및 안전성 평가)

  • Kim, Sung-Hun;Choe, Won-Jo;Baik, Yong-Kyoo;Kim, Woo-Seong
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.37 no.11
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    • pp.1515-1522
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    • 2008
  • Monitoring the pesticide residues in agricultural products is essential to protect consumers, obtain data for risk assessment, and ensure fair trade practices. We developed a multi-residue method for the analysis of 37 pesticides with different physico-chemical properties in agricultural products and analyzed the amount of pesticide residues on about 1,000 samples circulated in South Korea. The samples consisted of 26 different types of agricultural products selected at markets in 14 major cities; cereals (2 species), nuts (1 species) potatoes (1 species), beans (2 species), fruits (3 species), vegetables (16 species), and mushrooms (1 species). In this study, residual pesticides were detected in 23 samples (2.2%) and one sample was detected to be over maximum residue limits (MRLs, 0.1%) for pesticides in foods by the Korea food code. In leafy vegetables such as pepper leaves, radish leaves, cham-na-mul, shin-sun-cho, crown daisy, chwi-na-mul and citrus fruits such as kumquat, 8 kinds of pesticides were detected. Specially, diazinon were detected over MRLs and also, endosulfan, ethoprophos and phenthoate were detected frequently. Based on these results, we investigated the risk assesment from amount of residual pesticide, total %ADI was 1.262%, but the value has not effected on human health.