• Title/Summary/Keyword: Free-association Image

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Biometric identification of Black Bengal goat: unique iris pattern matching system vs deep learning approach

  • Menalsh Laishram;Satyendra Nath Mandal;Avijit Haldar;Shubhajyoti Das;Santanu Bera;Rajarshi Samanta
    • Animal Bioscience
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    • v.36 no.6
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    • pp.980-989
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    • 2023
  • Objective: Iris pattern recognition system is well developed and practiced in human, however, there is a scarcity of information on application of iris recognition system in animals at the field conditions where the major challenge is to capture a high-quality iris image from a constantly moving non-cooperative animal even when restrained properly. The aim of the study was to validate and identify Black Bengal goat biometrically to improve animal management in its traceability system. Methods: Forty-nine healthy, disease free, 3 months±6 days old female Black Bengal goats were randomly selected at the farmer's field. Eye images were captured from the left eye of an individual goat at 3, 6, 9, and 12 months of age using a specialized camera made for human iris scanning. iGoat software was used for matching the same individual goats at 3, 6, 9, and 12 months of ages. Resnet152V2 deep learning algorithm was further applied on same image sets to predict matching percentages using only captured eye images without extracting their iris features. Results: The matching threshold computed within and between goats was 55%. The accuracies of template matching of goats at 3, 6, 9, and 12 months of ages were recorded as 81.63%, 90.24%, 44.44%, and 16.66%, respectively. As the accuracies of matching the goats at 9 and 12 months of ages were low and below the minimum threshold matching percentage, this process of iris pattern matching was not acceptable. The validation accuracies of resnet152V2 deep learning model were found 82.49%, 92.68%, 77.17%, and 87.76% for identification of goat at 3, 6, 9, and 12 months of ages, respectively after training the model. Conclusion: This study strongly supported that deep learning method using eye images could be used as a signature for biometric identification of an individual goat.

Assessing the Impact of Defacing Algorithms on Brain Volumetry Accuracy in MRI Analyses

  • Dong-Woo Ryu;ChungHwee Lee;Hyuk-je Lee;Yong S Shim;Yun Jeong Hong;Jung Hee Cho;Seonggyu Kim;Jong-Min Lee;Dong Won Yang
    • Dementia and Neurocognitive Disorders
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    • v.23 no.3
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    • pp.127-135
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    • 2024
  • Background and Purpose: To ensure data privacy, the development of defacing processes, which anonymize brain images by obscuring facial features, is crucial. However, the impact of these defacing methods on brain imaging analysis poses significant concern. This study aimed to evaluate the reliability of three different defacing methods in automated brain volumetry. Methods: Magnetic resonance imaging with three-dimensional T1 sequences was performed on ten patients diagnosed with subjective cognitive decline. Defacing was executed using mri_deface, BioImage Suite Web-based defacing, and Defacer. Brain volumes were measured employing the QBraVo program and FreeSurfer, assessing intraclass correlation coefficient (ICC) and the mean differences in brain volume measurements between the original and defaced images. Results: The mean age of the patients was 71.10±6.17 years, with 4 (40.0%) being male. The total intracranial volume, total brain volume, and ventricle volume exhibited high ICCs across the three defacing methods and 2 volumetry analyses. All regional brain volumes showed high ICCs with all three defacing methods. Despite variations among some brain regions, no significant mean differences in regional brain volume were observed between the original and defaced images across all regions. Conclusions: The three defacing algorithms evaluated did not significantly affect the results of image analysis for the entire brain or specific cerebral regions. These findings suggest that these algorithms can serve as robust methods for defacing in neuroimaging analysis, thereby supporting data anonymization without compromising the integrity of brain volume measurements.

A Study of Korean Agri-Food Brand Identities for Expanding Exports to China (중국 수출확대를 위한 한국 농식품 브랜드 아이덴티티 정립)

  • An, Wook-Hyun;Cho, Woo-Chul;Kim, Chang-Hwan
    • Journal of Distribution Science
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    • v.12 no.2
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    • pp.7-16
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    • 2014
  • Purpose - The purpose of this study is to target Chinese consumers of Korean agri-food through the analysis of agri-food brand identity images to set future directions for proposed agri-food exports to China. Since negotiations began for a free trade agreement (FTA) between Korea and China, some Koreans have worried about the Korean agriculture sector. The world trading system has undergone many changes in recent years. Since the start of FTA negotiations on agriculture, China and Korea have faced a heightened sense of crisis. China is trying to export agricultural products so actively that its agricultural exports could increase by more than 7% annually. China exported about one-tenth of its agricultural products to Korea in the period 2002-2010. Recently, the importance of brand identity has tended to increase, as the world becomes one unified market. In this situation, we should try to promote agri-food exports to China. It is very important to understand consumers' recognition of Korean food and the image of the Korean agri-food industry, to establish an export strategy. Research design, data, and methodology - This study targeted 2,800 adult men and women aged 25-59 years living in four major cities in China (Beijing, Shanghai, Guangzhou, and Qingdao) with a household income within the top 10% level in the China, using the one-to-one interview survey method. In addition, four groups by region (eight people per group) for a total of 32 groups were surveyed by using the focus group interview (FGI) research method, and impressions of imported agri-food were surveyed using 17 questions about fresh agri-food and 22 questions on processed agri-food. Factor analysis, brand positioning, biplot analysis, and so on, were carried out based on the results of these surveys. This research presents the brand identity of Korean food; according to the analyses, the brand identity is based on trust, safety, and attractiveness. Result - Factor analysis results showed that Chinese consumers expect four major qualities in imported fresh agri-food: freshness/safety, attractive appearance, premium branding, and excellent taste/quality. In the case of processed agri-food, it turned out that Chinese consumers are focused on safety/hygiene/freshness, health, and taste. In addition, in the fresh agri-food analysis by country, American foods had the upper hand; the image of American foods was also recognized as the most positive for processed agri-food. Meanwhile, according to the biplot analysis, Korean agri-food is strongly preferred for its appearance, but no country is strongly preferred as regards the level of freshness/safety that is expected by Chinese consumers. Conclusions - In this study, we analyzed the image of imported agri-food expected by Chinese consumers by reconstructing agri-food characteristics from the brand perspective. The research result shows that a Korean brand identity must be the ultimate goal for activities undertaken to enhance the image of Korean agri-food in the future. Additional research is needed because brand image can be formed through various channels.

Female Workers' Stress from Nurturing with Preschool Children (미취학자녀를 둔 여성 임금근로자의 양육스트레스)

  • Im, Jong-Ho
    • The Journal of the Korea Contents Association
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    • v.14 no.5
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    • pp.132-143
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    • 2014
  • This study discusses factors that affect on female workers' stress from nurturing. Referring to the first research (2008) and the second research (2009) of KLoWF, the study analyzed the data of 218 female workers with one or more preschool children. The results from the analysis are as the following. First, the female workers who acknowledge her image as a traditional woman are more likely to be exposed to greater stress. Therefore, now working mothers need to free themselves from the traditional idea. Second, since it was clearly observed that husbands' who share family responsibilities has a significant impact on women's stress from nurturing, a new focus should be on the effectiveness of husband's sharing of family responsibilities, whereas it has been mainly focused on education of working mothers. Third, considering the result that nurturing expense variable showed a significant statistics, there is a desperate need of a political task to support nurturing expenses.

Fashion Design Development applying Expressive Techniques of Depaysement (데페이즈망의 표현기법을 활용한 패션디자인 개발)

  • Heo, Seung-Yeun;Lee, Youn-Hee
    • Journal of the Korea Fashion and Costume Design Association
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    • v.16 no.4
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    • pp.15-25
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    • 2014
  • The purpose of this study is to promote the artistic value and formative aesthetic of clothes in daily life through a proposal of inventive fashion design by utilizing Depaysement of Surrealism, which visualizes a more realistically and more specifically than fact in illogical and unfamiliar situation, Focused on details of Korean traditional costume silhouette. The method of this study, the literature and existing researches related to Depaysement were analyzed through theoretical review for establish the expressive techniques of Depaysement expressed in contemporary fashion. Conclusions from this study are as follows: first, the expressive techniques of Depaysement are derived that are 'change of scale', 'change of materials', 'combination of heterogeneous objects', 'arrangement of object in a strange space', 'overlapped object', 'paradoxical image', 'variable awareness of boundary.' Second, expressive techniques of Depaysement present a new methodology which can express an irrational thinking, which is not controled by reason such as unconsciousness, dream, and fantasy etc, in a way that is easier and more realistic rather than thinking centered on an art which is ruled by consciousness. Third, unique and free-form fashion design, which destroys a general idea, was could develop by using abundant materials and composing items borrowed various silhouette for expressive the techniques of Depaysement. Forth, Through this study, the concept of Korean fashion design, that was limited by the standard form when we approach Korean fashion design as identity of social culture, ideology of reflection and expression, object of commercial expression, was could think outside of the box.

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Research Representative Color Image Emotion Emotional Image Size Changes through Tree (영상 이미지 색채 감성트리를 통한 대표감성크기 변화 연구)

  • Lee, Yean-Ran;Park, Hyo-Jin
    • The Journal of the Korea Contents Association
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    • v.15 no.11
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    • pp.10-17
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    • 2015
  • Emotional computer that you want to study in a regular number change is the continuing sensitivity. Emotional Computing manner the sensibilities numbered and emotions were running through the trees. Emotional assessment of emotional sensibility computing was used as the coordinates of the key effects of the James A. Russell (Core Affect). Emotional tree runs purpose was to verify the correlation of sensitivity and emotion computing tree. Emotional tree attributes experiment color, brightness, saturation was configured with. When 50% brightness increase, about pleasure (X-axis) has increased by 10.49 points. Brightness 50%, GREEN 50% increase in the degree of pleasure (X-axis) of 10.49 points, tone (Y axis) has increased by 15.85 points. Brightness 50%, GREEN 50% increase in the degree of pleasure (X-axis) of 10.49 points, tone (Y axis) has increased by 15.85 points. Brightness 50% of the free-extent (X-axis), BLUE 50% when the tone (Y axis), pleasure extent (X-axis) of 10.49 points, tone (Y axis) as much as 14.65 points sensibilities have changed. When representatives emotions size changes have increased 50% brightness, color RED 50%, increased 5.4% Emotional excitement, emotion depressed declined -4.2%. 50% brightness, color GREEN 50% increase in emotional excitement had increased to 8.6%, declined by -5.5% this melancholy sensibility. Representative emotion and emotional changes increase or decrease the size of the emotional attributes were analyzed by quantitative methods. After the happy emotions number is needed to study more similar to the human emotion through the execution of the video image emotion emotional tree computing.

Review of Production, Husbandry and Sustainability of Free-range Pig Production Systems

  • Miao, Z.H.;Glatz, P.C.;Ru, Y.J.
    • Asian-Australasian Journal of Animal Sciences
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    • v.17 no.11
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    • pp.1615-1634
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    • 2004
  • A review was undertaken to obtain information on the sustainability of pig free-range production systems including the management, performance and health of pigs in the system. Modern outdoor rearing systems requires simple portable and flexible housing with low cost fencing. Local pig breeds and outdoor-adapted breeds for certain environment are generally more suitable for free-range systems. Free-range farms should be located in a low rainfall area and paddocks should be relatively flat, with light topsoil overlying free-draining subsoil with the absence of sharp stones that can cause foot damage. Huts or shelters are crucial for protecting pigs from direct sun burn and heat stress, especially when shade from trees and other facilities is not available. Pigs commonly graze on strip pastures and are rotated between paddocks. The zones of thermal comfort for the sow and piglet differ markedly; between 12-22$^{\circ}C$ for the sow and 30-37$^{\circ}C$ for piglets. Offering wallows for free-range pigs meets their behavioural requirements, and also overcomes the effects of high ambient temperatures on feed intake. Pigs can increase their evaporative heat loss via an increase in the proportion of wet skin by using a wallow, or through water drips and spray. Mud from wallows can also coat the skin of pigs, preventing sunburn. Under grazing conditions, it is difficult to control the fibre intake of pigs although a high energy, low fibre diet can be used. In some countries outdoor sows are fitted with nose rings to prevent them from uprooting the grass. This reduces nutrient leaching of the land due to less rooting. In general, free-range pigs have a higher mortality compared to intensively housed pigs. Many factors can contribute to the death of the piglet including crushing, disease, heat stress and poor nutrition. With successful management, free-range pigs can have similar production to door pigs, although the growth rate of the litters is affected by season. Piglets grow quicker indoors during the cold season compared to outdoor systems. Pigs reared outdoors show calmer behaviour. Aggressive interactions during feeding are lower compared to indoor pigs while outdoor sows are more active than indoor sows. Outdoor pigs have a higher parasite burden, which increases the nutrient requirement for maintenance and reduces their feed utilization efficiency. Parasite infections in free-range pigs also risks the image of free-range pork as a clean and safe product. Diseases can be controlled to a certain degree by grazing management. Frequent rotation is required although most farmers are keeping their pigs for a longer period before rotating. The concept of using pasture species to minimise nematode infections in grazing pigs looks promising. Plants that can be grown locally and used as part of the normal feeding regime are most likely to be acceptable to farmers, particularly organic farmers. However, one of the key concerns from the public for free-range pig production system is the impact on the environment. In the past, the pigs were held in the same paddock at a high stocking rate, which resulted in damage to the vegetation, nutrient loading in the soil, nitrate leaching and gas emission. To avoid this, outdoor pigs should be integrated in the cropping pasture system, the stock should be mobile and stocking rate related to the amount of feed given to the animals.

Use of modern microscopes in Analyzing fiber and Paper Properties( I )-Use of CLSM in Analyzing Fiber and Paper Properties- (최신 현미경을 이용한 섬유 및 종이의 성질 분석(제1보)-Confocal Laser Scanning Microscope를 이용한 섬유 밑 종이의 성질 분석-)

  • ;Keith Roy Wadhams
    • Journal of Korea Technical Association of The Pulp and Paper Industry
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    • v.30 no.1
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    • pp.7-17
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    • 1998
  • With the advent of CLSM in the end of 1980s, it has been applied to the field of pulp and paper science in various ways. This study showed the potentials of CLSM In analyzing a change of pulp fiber and paper properties before and after mechanical treatment. In particular, a quantification of internal fibrillation has been done using cross-sectional images of fibers and image analysis technique, then evaluated the effects of fiber wall delamination on fiber and paper properties. It showed that the delaminated fibers were closely associated to development of the interfiber bonding in a fiber network. The CLSM made it possible to investigate a density profile along the sheet thickness, which was created by some papermaking processes like pressing, drying and calendering. Through the attempt to observe the forming procedure of a fiber network during handsheet making, the CLSM images showed that the pressing stage was considered greatly to contribute to generation of interfiber bonding with removing a free water and partly a bound water between fibers. In addition, the CLSM could be used to illustrate not only a surface profile of paper showing the extent of smoothness or roughness, but also a density profile in a B-direction of the network. Finally it became evident that the CLSM could be used as an excellent tool to predict development in fiber and paper properties before and after mechanical treatment during papermaking processes.

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A Study on the bloomer costume on the movie costume­Focusing on "OSCAR and LUCINDA"­ (영화 의상을 통해 본 블루머 의상(bloomer costume)에 관한 고찰­영화"오스카와 루신다(OSCAR and LUCINDA)"를 중심으로­)

  • 곽미영
    • Journal of the Korea Fashion and Costume Design Association
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    • v.2 no.1
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    • pp.133-145
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    • 2000
  • Costume in movies are used as an instrument to signify the personality image and status of characters, and even the main theme of movie itself. The purpose of this paper is to verify the feministic meaning of bloomer costume used in movie, 「OSCAR and LUCINDA」. The bloomer costume was anti-fashion in crinoline period, when women was normally not allowed to put on trousers. To achieve the purpose, I used content analysis to obtain meanings from existing literature and video tapes(including, slides and pictures). Bloomer costume, introduced by Mrs. Amelia Bloomer at 1850s, is an anti­fashion to express women's right to wear trousers that were exclusively used by men since the medieval age. In this sense, bloomer costume itself is a costume expressing values of women's emancipation movement. In 「OSCAR and LUCINDA」, heroine, Lucinda, with bloomer costume is described as a woman who has strong motivation toward work, who actively looks for a man she loves, and who has free­will to involve herself in what she wants, even gambling. This is not surprising in a sense that Lucinda's bloomer costumes itself signifies the meanings of feminism. I found that bloomer costume was well described in the movie from the historical point of view. But some details, including type of trousers, were expressed without strict historical evidence. Overall, it is certain that 「OSCAR and LUCINDA」, with a heroine wearing bloomer costume was a big step towards women's emancipation in movies.

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A Study on the Development of E-book Contents for Fashion Online Entrepreneurship Education (패션온라인창업 교육을 위한 전자책 콘텐츠 개발에 대한 연구)

  • Hwa-Yeon Jeong;Eun-Hee Hong
    • Journal of the Korea Fashion and Costume Design Association
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    • v.26 no.1
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    • pp.33-44
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    • 2024
  • This study developed e-book content in order to use e-books as a tool to provide more efficient classes to learners who are familiar with smart devices and online spaces. E-book contents were produced using Sigil-0.9.10. The development process is as follows. Before e-book development, it is necessary to prepare manuscript files, image files to be inserted, fonts to be used, and e-book covers. After inserting the book cover images, it is necessary to register the table of contents using the title tag and register the free fonts. Also, a style must be created for text or images used in the main text connected to a file containing the entire text. Then, after separating the entire text file into separate files according to each chapter, the text is completed in turn. E-books were produced focusing on hyperlink functions so that educational content and various example images could be accessed. Currently, there is a lack of research on e-books as textbooks in universities within the fashion design major. In the future, if e-book contents are developed according to the characteristics of courses and the level of learners, they can be used as effective teaching tools.