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Accuracy Assessment and Classification of Surface Contaminants of Stone Cultural Heritages Using Hyperspectral Image - Focusing on Stone Buddhas in Four Directions at Gulbulsa Temple Site, Gyeongju - (초분광 영상을 활용한 석조문화재 표면오염물 분류 및 정확도 평가 - 경주 굴불사지 석조사면불상을 중심으로 -)

  • Ahn, Yu Bin;Yoo, Ji Hyun;Choie, Myoungju;Lee, Myeong Seong
    • Journal of Conservation Science
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    • v.36 no.2
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    • pp.73-81
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    • 2020
  • Considering the difficulties associated with the creation of deterioration maps for stone cultural heritages, quantitative determination of chemical and biological contaminants in them is still challenging. Hyperspectral image analysis has been proposed to overcome this drawback. In this study, hyperspectral imaging was performed on Stone Buddhas Temple in Four Directions at Gulbulsa Temple Site(Treasure 121), and several surface contaminants were observed. Based on the color and shape, these chemical and biological contaminants were classified into ten categories. Additionally, a method for establishing each class as a reference image was suggested. Simultaneously, with the help of Spectral Angle Mapper algorithm, two classification methods were used to classify the surface contaminants. Method A focused on the region of interest, while method B involved the application of the spectral library prepared from the image. Comparison of the classified images with the reference image revealed that the accuracies and kappa coefficients of methods A and B were 52.07% and 63.61%, and 0.43 and 0.55, respectively. Additionally, misclassified pixels were distributed in the same contamination series.

Efficient Data Representation of Stereo Images Using Edge-based Mesh Optimization (윤곽선 기반 메쉬 최적화를 이용한 효율적인 스테레오 영상 데이터 표현)

  • Park, Il-Kwon;Byun, Hye-Ran
    • Journal of Broadcast Engineering
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    • v.14 no.3
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    • pp.322-331
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    • 2009
  • This paper proposes an efficient data representation of stereo images using edge-based mesh optimization. Mash-based two dimensional warping for stereo images mainly depends on the performance of a node selection and a disparity estimation of selected nodes. Therefore, the proposed method first of all constructs the feature map which consists of both strong edges and boundary lines of objects for node selection and then generates a grid-based mesh structure using initial nodes. The displacement of each nodal position is iteratively estimated by minimizing the predicted errors between target image and predicted image after two dimensional warping for local area. Generally, iterative two dimensional warping for optimized nodal position required a high time complexity. To overcome this problem, we assume that input stereo images are only horizontal disparity and that optimal nodal position is located on the edge include object boundary lines. Therefore, proposed iterative warping method performs searching process to find optimal nodal position only on edge lines along the horizontal lines. In the experiments, we compare our proposed method with the other mesh-based methods with respect to the quality by using Peak Signal to Noise Ratio (PSNR) according to the number of nodes. Furthermore, computational complexity for an optimal mesh generation is also estimated. Therefore, we have the results that our proposed method provides an efficient stereo image representation not only fast optimal mesh generation but also decreasing of quality deterioration in spite of a small number of nodes through our experiments.

Effects of Career Maturity of undergraduate students majoring in Cosmetology on Career decision-making styles (미용전공대학생의 진로성숙도가 진로의사결정유형에 미치는 영향)

  • Choi, Young-Jae;Lee, In-Hee;Kim, Yun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.12
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    • pp.7068-7076
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    • 2014
  • This study examined differences in beauty majors' career maturity and career decision-making depending on the grade and analyzed the relationship between the career maturity with the career decision-making to present basic data for guidelines that would help any relevant field with their career consultations and education targeting those students majoring in beauty at college. A total of 336 beauty majors in the metropolitan area were selected as the research subjects. The study confirmed that the higher the grade, the greater the career maturity. The students who had a higher level of career maturity tended to be included in the reasonable career decision-making category while those students with a lower level of career maturity were determined to conduct dependent decision-making. In terms of the career decision, the students in the higher grades were reasonable enough to make decisions logically because they collect various information through systematic stages but when it comes to the students in the lower grades, they were divided into the intuitive type that would reach a decision through emotional self-recognition depending on how one feels at this moment or what situation one is going through as well as the dependent type that would let people or environments influence one's decision-making. The grades of the students tended to cause differences in the career maturity and the career decision-making, and the significance between the two variables was proven. If the relevant fields carry out systematic grade-focused programs and career guidance not only to improve the career maturity of even the lower graders but also to encourage the students to make reasonable decisions, such programs and career guidance will be a help when the students try to determine a career.

Analyses on the Relationship Between SNS use and Media use time using Structural Equation Modeling (SNS이용과 미디어 이용시간 간의 관계 분석 : 이용제한 및 대안활동을 매개변인으로)

  • Kim, Ju-Kyoung;Lee, Seong-Hee
    • The Journal of the Korea Contents Association
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    • v.14 no.7
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    • pp.395-406
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    • 2014
  • This research observes how an adolescent's usage of social network services is related with media use time, and also tries to verify how a parent's participation in acting to limit usage time serves as a mediating effect. For this analysis, data from The Korean Information Society Development Institute [Korea Media Panel Research] was used, being a survey conducted on 1,572 students from primary to secondary and high schools nationwide. The subjects' gender in the final analysis was 818 male students and 754 female students. In addition, primary school students consisted of 672 individuals, 416 were from secondary and 484 from high schools. To verify the appropriateness of the model proposed in this research, analyzed through the structural equation, using social network services(SNS) was not shown to have an effect on media usage time. However, there was an indirect effect from the use of alternative activities. In addition, the parent's limitation of usage showed no effect on media use time. This research attempts to identify the reasons why parents' limiting the usage time, along with alternative activities, do not have any significant effect in reducing media usage time in this era of smart media evolution. Further, this research hopes to suggest meaningful and political implications for the nation and society to understand and resolve media addiction.

Repeated Reading Experience of Senior High School Girl: Centered on Jeonju Girls' High School Freshmen (여고생들의 반복독서 경험에 관한 연구 - 전주여고 1학년 학생들을 중심으로 -)

  • Lee, Seung-Chae
    • Journal of Korean Library and Information Science Society
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    • v.39 no.2
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    • pp.313-332
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    • 2008
  • The goal of this study is to examine what sort of books girl's high school students read repeatedly, what are the different preferences between high school and university students. how much the repeatedly-read books are related to the most memorable books and how the repeatedly-read books are connected to reading habits. A questionnaire was provided to Jeonju Girls' High School Freshmen and their repeated reading experiences were searched. The results of the statistical analysis are summarized: 1) Most girls' high school students have experienced repeated reading more than twice. 2) The number of girls' high school students who have experienced repeated reading twice is the highest and next. those who have read repeatedly 3 times. Also, the number of times of repeated reading tends to be similar between woman high school and College students. 3) The books which many students read repeatedly more than twice are : a) Little Prince b) The Myth of Greece and Rome c) Chinese nine spine stickle back d) Meu Pe de Larania Lima e) Giving Tree f) Harry Potter. 4) About half of the students have read the most memorable books many times. 5) The importance of books was evaluated on the basis of the number of repeated readers and the number of readings. The order of the important books is Little Prince, The Myth of Greece and Rome, Harry Potter, Giving Tree, Meu Pe de Larania Lima, Chinese Nine Spine Stickle Back.

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3D Quantitative Analysis of Cell Nuclei Based on Digital Image Cytometry (디지털 영상 세포 측정법에 기반한 세포핵의 3차원 정량적 분석)

  • Kim, Tae-Yun;Choi, Hyun-Ju;Choi, Heung-Kook
    • Journal of Korea Multimedia Society
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    • v.10 no.7
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    • pp.846-855
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    • 2007
  • Significant feature extraction in cancer cell image analysis is an important process for grading cell carcinoma. In this study, we propose a method for 3D quantitative analysis of cell nuclei based upon digital image cytometry. First, we acquired volumetric renal cell carcinoma data for each grade using confocal laser scanning microscopy and segmented cell nuclei employing color features based upon a supervised teaming scheme. For 3D visualization, we used a contour-based method for surface rendering and a 3D texture mapping method for volume rendering. We then defined and extracted the 3D morphological features of cell nuclei. To evaluate what quantitative features of 3D analysis could contribute to diagnostic information, we analyzed the statistical significance of the extracted 3D features in each grade using an analysis of variance (ANOVA). Finally, we compared the 2D with the 3D features of cell nuclei and analyzed the correlations between them. We found statistically significant correlations between nuclear grade and 3D morphological features. The proposed method has potential for use as fundamental research in developing a new nuclear grading system for accurate diagnosis and prediction of prognosis.

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Vocation Recognition of the Welfare Teachers Dispatched to the Region Children Centers in Busan (부산지역 아동센터 복지교사의 직업인식)

  • Heo, Jae-Young;Yang, Hae-Sool
    • The Journal of the Korea Contents Association
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    • v.8 no.4
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    • pp.211-226
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    • 2008
  • This thesis is to figure out the job satisfaction and aptitude/vocation recognition of the child welfare teachers dispatched to Region Children Center and provide the basic data for the better children welfare policy in future based on it. First, as for the difference of recognition in the job satisfaction of the child welfare teachers dispatched by the population-statistic property of the research objects, there appeared a meaningful difference by the gender concerning the relation with seniors(p<.01), satisfaction with the office of the child welfare teachers dispatched(p<.01) satisfaction with provided knowledge information(p<.05) and the whole job satisfaction of the child welfare teachers dispatched. As the result of the survey of the recognition on aptitude and job understanding level, there appeared some meaningful differences by the school background on whether or not currently to make efforts to get a better job. In the matter of the pride as to the child welfare teachers dispatched, 27.5% of opinion givers had a clear mission and an objective sense about a current job, and the child welfare teachers dispatched recognized that they felt pleasure and value through the education of students. They understood the difficulty of the management of the children instruction program of region children center in the biggest matters such as the insufficiency of education materials and facilities, and the insufficiency of parents' participation and understanding.

A Study on Determinants of the Number of Banking Relationships in Korea: Firm-specific Determinants and Effects of Business Cycle (우리나라 기업의 거래은행 수 결정요인에 관한 연구: 경기변동의 영향을 포함하여)

  • Hwang, Soo-Young;Lee, Jung-Jin
    • Management & Information Systems Review
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    • v.36 no.4
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    • pp.53-80
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    • 2017
  • The purpose of this study is to examine the determinants of the number of bank relationships in Korea. Firm-specific determinants considered here include leverage, size, age, return on asset, investment grade, tangibility, liquidity, R&D expenditure. We estimate the effects of these variables, and compare the results with those from previous studies performed for other economies. Concerning the effects of business cycle, we find that the business cycle is an important factor in determining the number of bank relationships. The number of bank relationships varies over the business cycle, and we notice a counter-cyclical behavior, which means the number decreases during economic expansions and increases during contractions. This result can be interpreted as a result of firms' diversification of borrowings into multiple banks in order to reduce the liquidity risk during the recession. In the subsets, however, the number of bank relationships for large firms is stable regardless of the business cycle. Unlisted firms, non-chaebol, and low credit quality firms which have relatively limited access to alternative sources of financing show counter-cyclical behavior. Finally, such phenomena is not observed in the non-competitive credit market, while they show a counter-cyclical behavior in the competitive credit market.

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Practical Problem-Focused Instructional Design and It's Perception Applying Universal Design (유니버설 디자인을 적용한 체험형 실천적 문제중심 수업 설계 및 수업 인식)

  • Lee, Gyeong-Suk;Jang, Sang-Ock
    • Journal of Korean Home Economics Education Association
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    • v.22 no.2
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    • pp.155-169
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    • 2010
  • This study aims to design practical problem-focused instruction by applying universal design of "Housing" unit of Technology Home Economics in the 10th grade and examine the students' perception on the lesson. The lesson is composed of the following procedures: thinking, problem recognition, problem understanding, information search & alternative search, consideration of the result, and practice plan. To solve problem such as 'What should one do for everyone's convenient and comfortable residential life' practically, we chose the major concern of 'understanding the universal design', 'analysis of cause for environmental change', 'creation of human-concerned residential culture'and performed alternative experience program for the old, the pregnant and the disabled. The students perceived teaching methods and contents positively with interest. They also understood the lesson easily by experiential activity and discussion thus enabling their active participation. It was also found out that the students felt considerable change of their consciousness of living environment of residence and the local community, thus it is concluded that the practical problem-focused instructional design method is very effective.

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Effect of Climate Changes on the Distribution of Productive Areas for Quercus mongolica in Korea (기후변화가 신갈나무의 적지분포에 미치는 영향)

  • Lee, Young Geun;Sung, Joo Han;Chun, Jung Hwa;Shin, Man Yong
    • Journal of Korean Society of Forest Science
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    • v.103 no.4
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    • pp.605-612
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    • 2014
  • This study was conducted to predict the changes of yearly productive area distribution for Quercus mongolica under climate change scenarios. For this, site index equations by ecoprovinces were first developed using environmental factors. Using the large data set from both a digital forest site map and a climatic map, a total of 48 environmental factors including 19 climatic variables were regressed on site index to develop site index equations. Two climate change scenarios, RCP 4.5 and RCP 8.5, were then applied to the developed site index equations and the distribution of productive areas for Quercus mongolica were predicted from 2020 to 2100 years in 10-year intervals. The results from this study show that the distribution of productive areas for Quercus mongolica generally decreases as time passes. It was also found that the productive area distribution of Quercus mongolica is different over time under two climate change scenarios. The RCP 8.5 which is more extreme climate change scenario showed much more decreased distribution of productive areas than the RCP 4.5. It is expected that the study results on the amount and distribution of productive areas over time for Quercus mongolica under climate change scenarios could provide valuable information necessary for the policies of suitable species on a site.