• Title/Summary/Keyword: media composition

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Proposal for Deep Learning based Character Recognition System by Virtual Data Generation (가상 데이터 생성을 통한 딥러닝 기반 문자인식 시스템 제안)

  • Lee, Seungju;Park, Gooman
    • Journal of Broadcast Engineering
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    • v.25 no.2
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    • pp.275-278
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    • 2020
  • In this paper, we proposed a deep learning based character recognition system through virtual data generation. In order to secure the learning data that takes the largest weight in supervised learning, virtual data was created. Also, after creating virtual data, data generalization was performed to cope with various data by using augmentation parameter. Finally, the learning data composition generated data by assigning various values to augmentation parameter and font parameter. Test data for measuring the character recognition performance was constructed by cropping the text area from the actual image data. The test data was augmented considering the image distortion that may occur in real environment. Deep learning algorithm uses YOLO v3 which performs detection in real time. Inference result outputs the final detection result through post-processing.

Fermentation of a Potential Biocontrol Agent, Bacillus amyloliquefaciens SKU-78 Strain (풋마름병균의 길항세균 Bacillus amyloliquefaciens SKU-78의 대량 배양 조건 확립)

  • Kim, Shin-Duk;Cho, Hong-Bum
    • Korean Journal of Microbiology
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    • v.50 no.1
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    • pp.84-86
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    • 2014
  • Mass production of biocontrol agent is an essential step for its commercial use. Media composition and culture conditions for production of Bacillus amyloliquefaciens SKU-78, a potential biocontrol agent against bacterial wilts, were optimized by a flask culture. Low cost media combining nitrogen and carbon sources were tested. Maximum cell growth (> $2{\times}10^9$ CFU/ml) was obtained in a medium of 5% soy flour combined with 3% corn starch after 24 h cultivation. The optimum initial pH, temperature and shaking speed was 5.5, $30^{\circ}C$ and 150-250 rpm, respectively. Fermentation of SKU-78 was scaled up in 30 L fermenter and the profiles of cell density, pH, dissolved oxygen and spore formation were recorded. After 8 h lag phase, exponential growth occurred and reached at maximum viable cell number ($1.2{\times}10^{11}$ CFU/ml) after 20 h. The SKU-78 strain grown in a low cost medium exhibited the high suppression of bacterial wilts. The results indicate that SKU-78 strain can be produced in a low cost medium and provide a basis for scaling up to industrial level.

Oak Mushroom Cultivation on Larch(Larix leptolepis Gorden) sawdust and its economic efficiency (낙엽송 톱밥을 이용(利用)한 표고버섯 재배(栽培)와 경제성)

  • Min, Du Sik
    • Journal of Korean Society of Forest Science
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    • v.83 no.4
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    • pp.512-520
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    • 1994
  • To enhance the utilization of Larch(Larix leptolepis Gorden) wood, the sawdusts were tested as cultivating media for Lentinus edodes(Mori 290) by varying the composition of the media. The economic efficiency for producing mushrooms from larch sawdusts was evaluated. The results are as follows. 1. Larch sawdust was as much efficient as oak sawdust in the growth of the mycelia and production of good quality of oak mushrooms. 2. The mushrooms were able to be harvested starting six months after beginning the cultivation. No differences were found among the qualities of the mushrooms produced by various treatments. 3. The contents of lignin(28.6-28.7%) in the fresh sawdust of larchwood are higher than those in the residues of the used media(18.2%). But lignin content of 1% NaOH extracts(30.4-34.4%) in fresh sawdust of larch was lower than those in the residues(68.0%). 4. The production of mushroom was relatively high to be 29.7-31.5%(760-780g.)/2.5kg pack) of mushroom weight. The net profit estimated was 1,475Won per pack.

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Effects of cultural conditions on growth of Micrococcus sp. and casein hydrolysis : (I) Studies on compositions of media (배양조건이 Micrococcus sp.의 생육 및 casein 분해에 미치는 영향 : (I) 배지조성에 관한 연구)

  • Lee, Si-Kyung;Joo, Hyun-Kyu;Pek, Un-Hau
    • Applied Biological Chemistry
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    • v.34 no.4
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    • pp.327-333
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    • 1991
  • This study was carried out to determine the effects of media compositions on cell growth and casein hydrolysis for cell production in order to add Micrococcus sp. LL3 as a potential agent for industrial application for the shortening of ripening period. Monosaccharides like glucose, mannose and fructose were mare excellent as carbon source, but arabinose and xylose markedly inhibited cell growth and caseinolysis. Among the organic nutrients, yeast extract was more effective for cell growth and for caseolysis. However, inorganic nitrogen sources were less effective than organic sources. Urea inhibited cell growth severely. Cell growth and caseinolysis were rather increased a little in the broth containing 1% NaCl, and the organism tolerated and grew in relatively high concentrations of NaCl up to 9%. Addition of vitamin did not affect cell growth and caseolysis in level of $0.1\;{\mu}g/ml$ concentration. Cell growth and caseinolysis were stimulated by addition of glutamic acid and $MgSO_4$ with concentration of 0.2% and 0.05% respectively.

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Relationship Between Dissolution Patterns of Carbamazepine Tablet and Dissolution Medium Composition (카르바마제핀 정제 용출패턴과 용출액 조성과의 상관성)

  • Lee, Hyeon-Tae;Kim, Jeong-Ho;Kim, Hyun-Joo;Sah, Hong-Kee
    • Journal of Pharmaceutical Investigation
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    • v.34 no.3
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    • pp.185-192
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    • 2004
  • The objective of this study was to evaluate the effects of surfactant type and concentration upon dissolution rates of carbamazepine from an immediate-release tablet. The dissolution media used in this study were aqueous solutions containing 0.1-2% sodium lauryl sulfate, cetyltrimethylammonium bromide, or polysorbate 80. The solubility of carbamazepine in the dissolution media was determined at first. A dissolution study was then conducted by using the USP dissolution apparatus II (paddle method) with an agitation rate of 75 rpm. Aliquots of the dissolution media were taken at predetermined time intervals, and the amount of carbamazepine dissolved was measured spectrophotometrically at 285 nm. The dissolution data obtained were fitted into a biphasic exponential equation with four parameters. Excellent correlations were observed between the experimental data and the theoretical ones predicted by the equation. This equation permitted the calculation of $T_{50%}$ (the time required for dissolving 50% of carbamazepine) under various experimental conditions. Differentiation of the equation also led to the attainment of dissolution rates at dissolution time points. The addition of a surfactant to an aqueous solution led to increasing the solubility of carbamazepine by 3- to 12-folds, depending upon its type and concentration. This event also resulted in enhancing the magnitude of a sink condition during the dissolution study. As a result, the dissolution rate of carbamazepine was affected by the aqueous surfactant concentration in a proportional manner. Subsequently, $T_{50%}$ values declined rapidly, as the surfactant concentration increased. Such effects were observed in decreasing order of sodium lauryl sulfate, cetyltirmethylammonium bromide, and polysorbate 80. These results clearly demonstrated that it was possible to tailor a dissolution rate and $T_{50%}$ of carbamazepine by manipulating the type and concentration of a surfactant. Relevant information would be beneficial to setting up dissolution specifications for poorly water-soluble drug products.

The Effect of Multicultural Education Experiences on the Multicultural Acceptability of Military Officers (군 간부의 다문화교육경험이 다문화수용성에 미치는 영향)

  • Kim, Jung-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.24 no.2
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    • pp.49-68
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    • 2020
  • This research seeks to examine the relationship between multicultural education experiences and the multicultural acceptability of military officers. The sample included 552 Republic of Korea Army officers and non-commissioned officers(NCOs) who were located in Gangwon-Do and Gyeonggi-Do. For the statistical analysis, SPSS 18.0 was used to perform descriptive statistical analysis, frequency analysis, differential verification, and multiple regression analysis. The major analysis results are as follows: First, The multicultural acceptability of the military officers and NCOs, including sub-factors, was above the mean level; in terms of the ranking per sub-factor, the scores were in the order of diversity, relationship, and universality. The experience frequency of the targets and the evaluation was lowest in the educational experience within the military, and the evaluations were in the order of public media, school, and military. Second, The differential verification, depending on the characteristics of the sociology of the population and the existence of the multicultural educational experience, showed that the duration of education(personal factor), marital status(family factor), existence of a foreign relative(family factor), and existence of experience of managing multicultural personnel as soldiers under command(military-related factor) showed a significant difference in multicultural acceptability. Additionally, the existence of multicultural education through schools and public media lead to a significant difference in multicultural acceptability, but the existence of education within the military did not lead to a significant difference. Third, The analysis of the influencing relationship through multiple regression analysis showed that the higher the evaluation of multicultural education through the military, school, and public media, the higher the multicultural acceptability.Therefore, this research proposes multicultural educational plans that may improve the multicultural acceptability of military officers and NCOs as a way to establish a multicultural composition in the army.

A LED Light Communication Transceiver Module for Ubiquitous Sensor Networks (유비쿼터스 센서 네트워크용 LED 가시광통신 송수신 모듈 및 효율 연구)

  • Jang, Tae-Su;Kwon, Jae-Hyun;Kim, Yong-Kab;Park, Choon-Bae
    • The Journal of the Korea institute of electronic communication sciences
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    • v.7 no.6
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    • pp.1513-1518
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    • 2012
  • This paper is implemented media transmission system of VLC transmitter and receiver module using LED of White lighting that is based on PC module and to transmission technology for performance analysis. To realize LED visible light communication receiver is used 1~12 LED light-emitting device and transmitter is used a variable sensor. Developed initial distance of the tranceiver is more than 0~1m for LED VLC and the overall system transmission speed is achieved on variable having Visible light media transmission system. Composition to PC module with LED module and infrared sensor for performance analysis, predict and analyze the communication distance, check about the possibility of application methods. Measure each performance when the lens wearing and not wearing in order to increase the overall efficiency of the LED module, can know that increase efficiency of approximately 20%.

Effect of the Adding of Flammulina velutipes Cultivation Media Wastes into Chicken Feed on the Meat Quality and Production Cost of Broiler (팽이버섯 탈병배지의 사료첨가가 육계의 질 및 생산비용에 미치는 영향)

  • Cheong, Jong-Chun;Jhune, Chang-Sung;Kim, Seung-Hwan;Jang, Kab-Yeul;Park, Jeong-Sik;Na, Jae-Cheon;Chun, Min-Hyun
    • The Korean Journal of Mycology
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    • v.34 no.1
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    • pp.29-33
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    • 2006
  • To develop environmentally friendly bio-materials for animal feed, the potential of using mushroom was studied. Adding Flammulina velutipes cultivation media wastes (FCMW) has shown beneficial effects on broiler meat quality and production cost because of the $10{\sim}20%$ saving in feeds for broiler chicken. However, differences proximate composition between FCMW and commercial broiler chicken feed were observed. FCMW had higher contents of crude fat (6.2%) and crude fiber (13.7%) than the commercial broiler feed which had crude fat and crude fiber of 4.0%, and 6.0%, respectively. But FCMW crude protein contents were lower (12.2%) than those in commercial broiler (19.0%). Adding $5{\sim}10%$ of FCMW to broiler chicken feed increased amino acid concentration upto $33{\sim}38%$ in the meat, but adding more than 20% decreased amino acid concentration.

Design and Implementation of Multimedia Authoring System using Temporal/Spatial Synchronization Manager (시공간 동기화 관리기를 이용한 멀티미디어 저작 시스템의 설계 및 구현)

  • Yeu, In-Kook;Hwang, Dae-Hoon
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.11
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    • pp.2679-2689
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    • 1997
  • In this paper, a multimedia authoring system using temporal/spatial synchronization manager is designed and implemented to support easy and efficient generation of multimedia title. For this goal, a flowchart-oriented logic generator which represents a title author's design intent into a practical title composition logic without extra translation process, and a logic interpreter which translate and implement the generated title logic, are designed. Furthermore, a temporal/spatial synchronization manager which manages temporal/spatial synchronization information between media data for multimedia representation, is designed. Especially, a temporal specification model and MRL, a formal language for the model, are designed to synchronize the temporal relation between media objects. The MRL represents a complex temporal relation by simple and clear form, and synchronizes efficiently multimedia representation according to the author's intent. A presentation frame editor which makes coincidence between visible size of representation media and attachment point, is implemented for spatial synchronization.

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Effect of Biosolids on Heavy Metal Bioavailability and Organic Acid Production in Rhizosphere of Zea mays L. (Biosolid 처리가 옥수수 근권의 유기산 생성과 중금속 유효도에 미치는 영향)

  • Koo, Bon-Jun;Chung, Doug-Young
    • Korean Journal of Soil Science and Fertilizer
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    • v.38 no.4
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    • pp.173-179
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    • 2005
  • A greenhouse experiment was conducted to evaluate the composition of organic acids on the bioavailability of heavy metals in the rhizosphere of corn (Zea mays L.) over 12 weeks after treatment of biosolids. After planting the plants were sampled at 12th week and analyzed for heavy metals in shoot and root and organic acids in the rhizosphere. Results showed that biomass yields of Zea mays L. grown on biosolids-treated media were significantly higher than those grown on standard media. The effect of biosolids on biomass yields of Zea mays L. was in order of Riverside ${\approx}$ Los Angeles ${\approx}$ MWRDGC > Milorganite > Nu-earth > standard media. Metal uptake by Zea mays L. was closely related with the contents contained on biosolids treated. In the plot treated with Nu-earth the uptake of Cd and Zn by shoot was significantly higher than those at the plots treated with other biosolids. The uptake patterns of Cd and Zn by root were similar to those of shoot. The uptake of Cr and Ni was significantly higher with application of Nu-earth over other biosolids. In all cases, the major organic acids in the rhizoshpere were lactic, acetic, propionic, butyric, and oxalic acids. Other organic acids were glutaric and succinic and occasionally, pyruvic and tartaric acids were also found. And the organic acid compositions did not vary significantly with the treatments of biosolids. Butyric and acetic acids were distinctively dominant both in the standard and the biosolids treatments.