• Title/Summary/Keyword: Image construct

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Study of Posture Evaluation Method in Chest PA Examination based on Artificial Intelligence (인공지능 기반 흉부 후전방향 검사에서 자세 평가 방법에 관한 연구)

  • Ho Seong Hwang;Yong Seok Choi;Dae Won Lee;Dong Hyun Kim;Ho Chul Kim
    • Journal of Biomedical Engineering Research
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    • v.44 no.3
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    • pp.167-175
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    • 2023
  • Chest PA is the basic examination of radiographic imaging. Moreover, Chest PA's demands are constantly increasing because of the Increase in respiratory diseases. However, it is not meeting the demand due to problems such as a shortage of radiological technologist, sexual shame caused by patient contact, and the spread of infectious diseases. There have been many cases of using artificial intelligence to solve this problem. Therefore, the purpose of this research is to build an artificial intelligence dataset of Chest PA and to find a posture evaluation method. To construct the posture dataset, the posture image is acquired during actual and simulated examination and classified correct and incorrect posture of the patient. And to evaluate the artificial intelligence posture method, a posture estimation algorithm is used to preprocess the dataset and an artificial intelligence classification algorithm is applied. As a result, Chest PA posture dataset is validated with in over 95% accuracy in all artificial intelligence classification and the accuracy is improved through the Top-Down posture estimation algorithm AlphaPose and the classification InceptionV3 algorithm. Based on this, it will be possible to build a non-face-to-face automatic Chest PA examination system using artificial intelligence.

A Study on Influence of Public Marketing of Convention Organization on Destination Effect and Brand Value (컨벤션조직의 공익마케팅활동이 개최지 효과 및 브랜드가치에 미치는 영향 연구)

  • Zhang, Xiaoyue;Yoon, Yeong Hye;Lee, Hey Ryon;Yoon, Yoo Shik
    • Korea Science and Art Forum
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    • v.19
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    • pp.581-592
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    • 2015
  • This study aims to find the significance of the convention-related public organizations workers' cognition about the importance of public marketing activities. As well as to analysize the outcome of convention organization of public marketing activities holding positive, negative effects and the host brands value relationship. In order to strategically maintain the importance of conventions' differentiation marketing and the brands value of exhibition organization, this research is necessary to explore the importance of public marketing activities held by the public value and brand image link here. In this research, On the convention field public marketing activities' arguments were marketing strategy. In order to construct the convention destination's competitiveness and the differentiation of public marketing strategy, it is necessary to investigate the relation of convention organizations' public marketing activities' importance recognization and destination effections, destination brand value. As the results we can propose the implication of public marketing activities can enhance the competitive.

A review of ground camera-based computer vision techniques for flood management

  • Sanghoon Jun;Hyewoon Jang;Seungjun Kim;Jong-Sub Lee;Donghwi Jung
    • Computers and Concrete
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    • v.33 no.4
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    • pp.425-443
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    • 2024
  • Floods are among the most common natural hazards in urban areas. To mitigate the problems caused by flooding, unstructured data such as images and videos collected from closed circuit televisions (CCTVs) or unmanned aerial vehicles (UAVs) have been examined for flood management (FM). Many computer vision (CV) techniques have been widely adopted to analyze imagery data. Although some papers have reviewed recent CV approaches that utilize UAV images or remote sensing data, less effort has been devoted to studies that have focused on CCTV data. In addition, few studies have distinguished between the main research objectives of CV techniques (e.g., flood depth and flooded area) for a comprehensive understanding of the current status and trends of CV applications for each FM research topic. Thus, this paper provides a comprehensive review of the literature that proposes CV techniques for aspects of FM using ground camera (e.g., CCTV) data. Research topics are classified into four categories: flood depth, flood detection, flooded area, and surface water velocity. These application areas are subdivided into three types: urban, river and stream, and experimental. The adopted CV techniques are summarized for each research topic and application area. The primary goal of this review is to provide guidance for researchers who plan to design a CV model for specific purposes such as flood-depth estimation. Researchers should be able to draw on this review to construct an appropriate CV model for any FM purpose.

Development of the Visualization Prototype of Radar Rainfall Data Using the Unity 3D Engine (Unity 3D 엔진을 활용한 강우레이더 자료 시각화 프로토타입 개발)

  • CHOI, Hyeoung-Wook;KANG, Soo-Myung;KIM, Kyung-Jun;KIM, Dong-Young;CHOUNG, Yun-Jae
    • Journal of the Korean Association of Geographic Information Studies
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    • v.18 no.4
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    • pp.131-144
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    • 2015
  • This research proposes a prototype for visualizing radar rainfall data using the unity 3D engine. The mashup of radar data with topographic information is necessary for the 3D visualization of the radar data with high quality. However, the mashup of a huge amount of radar data and topographic data causes the overload of data processing and low quality of the visualization results. This research utilized the Unitiy 3D engine, a widely used engine in the game industry, for visualizing the 3D topographic data such as the satellite imagery/the DEM(Digital Elevation Model) and radar rainfall data. The satellite image segmentation technique and the image texture layer mashup technique are employed to construct the 3D visualization system prototype based on the topographic information. The developed protype will be applied to the disaster-prevention works by providing the radar rainfall data with the 3D visualization based on the topographic information.

A Study of Digitalization Performance of Sinological Resource in Korea (고문헌의 디지털화 성과 연구)

  • Cho Hyung-Jin
    • Journal of the Korean Society for Library and Information Science
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    • v.40 no.3
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    • pp.391-413
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    • 2006
  • This study analyzed the procedures and contents of digitalization of sinological resources owned by major sinological resource institutes in Korea. It investigated the united organizations that use such sinological resources It also assessed governmental policies and future Plans for digitalization of sinological resources. Finally, it proposed steps and conditions necessary for successful digitalization of sinological resources. (1) The level of digitalization of library management, searching, and usage system of national library, university library, and research library that has been applied since 1980s has already been highly advanced. The amount of sinological resources collected is significant and its substance value is very high. The digitalized resources are already distributed on internet partially. However, the level of digitalization of sinological resources still lacks some aspects and requires further effort. (2) The data base for digitalized sinological resources already available can be grouped into bibliographic information, contents and annotation, and full text. and it includes both domestic and foreign resources. The quantities of resources are as described in the body (3) The types of digital sinological resources include antient books. archives, micro, and book blocks. (4) The encoding DB methods of digital sinological resources include text. image, PDF. and etc. (5) The united organizations of sinological resources enable us to avoid duplicated investigation and enhance service efficiency. Here are some factors to consider in order to accomplish ideal digitalization of sinological resources. (1) First of all, it is necessary to organize a control center for digitalization procedures of old materials, and allow it a certain degree of authority to develop and Proceed a comprehensive Plan. (2) Both short- and long-term plans need to be developed in order to analyze various aspects of digitalization process. and their steps need to be taken gradually (3) It is necessary to train experts for old materials and let them construct and manage DB.

Realtime Attention System of Autonomous Virtual Character using Image Feature Map (시각적 특징 맵을 이용한 자율 가상 캐릭터의 실시간 주목 시스템)

  • Cha, Myaung-Hee;Kim, Ky-Hyub;Cho, Kyung-Eun;Um, Ky-Hyun
    • Journal of Korea Multimedia Society
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    • v.12 no.5
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    • pp.745-756
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    • 2009
  • An autonomous virtual character can conduct itself like a human after recognizing and interpreting the virtual environment. Artificial vision is mainly used in the recognition of the environment for a virtual character. The present artificial vision that has been developed takes all the information at once from everything that comes into view. However, this can reduce the efficiency and reality of the system by saving too much information at once, and it also causes problems because the speed slows down in the dynamic environment of the game. Therefore, to construct a vision system similar to that of humans, a visual observation system which saves only the required information is needed. For that reason, this research focuses on the descriptive artificial intelligence engine which detects the most important information visually recognized by the character in the virtual world and saves it into the memory by degrees. In addition, a visual system is constructed in accordance with an image transaction theory to make it sense and recognize human feelings. This system finds the attention area of moving objects quickly and effectively through the experiment of the virtual environment with three dynamic dimensions. Also the experiment enhanced processing speed more than 1.6 times.

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A Study on the Ornaments Wear of Adolescents - Focusing on the Life Style and Clothing Behavior - (청소년기 장신구 착장에 관한 연구 - 라이프스타일과 의복행동을 중심으로 -)

  • Choi, Eun-Young;Jean, Kyung-Ran
    • Korean Journal of Human Ecology
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    • v.9 no.1
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    • pp.137-152
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    • 2000
  • The purpose of this study was to investigate the disposition of adolescents in their ornament wearing pattern associate with their life style and clothing behavior. The subject of this study consists of 345 middle and high school girls living in Chung-Nam Province and Taejon Metropolitan City. SPSS/PC+ program was utilized to calculated frequency(N), mean value(M) and standard deviation(SD) for statistical analysis. Differences among the populations were examined through f test, ANOVA. The results of this study reveals that the ornaments wearing patterns are significantly different according to their life style and clothing behavior as follows: 1. Correlation between the wear of ornaments and the life style: School girls who pursue the modernistic life style prefer the fashionable ornaments (e.g. sunglasses) and they are always in contact with the latest information. On the contrary, school girls who pursue the practical life style emphasize on the practical use when they purchase the ornaments, e.g. umbrella. School girls having romantic or passive nature have a preference for the brand name and brand image of the ornaments and they in general would like to buy ornaments such as the bracelets. 2. Correlation between the wear of ornaments and the clothing behavior: School girls having sympathetic nature and being deeply interested in clothing put a stress on the latest fashion of the ornaments. They usually want to buy fashionable ornaments such as the cellular phone, beeper and sunglasses. Subjects who estimate themselves by their garments are sensitive to the price of the ornaments while aesthetes emphasize the brand image of the ornaments. Chaste school girls put their emphasis on the quality of the ornaments and they most want to have functional hair bands. Following suggestions can be made based on the discussions above: It is necessary for us to have correct understanding about the correlation between the ornaments and clothing of school girls in order to lead them to have appropriate clothing behavior. Furthermore, it is required to construct a bridge linking a course of study to rational habits guidance which will provide us more appropriate tools for clothing behavior guidance.

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The Effects of the Corporate Association on Corporate Trust and Attitude: Focusing on Comparison of Corporate Type (기업 연상이 기업신뢰와 기업태도에 미치는 영향: 기업유형 비교를 중심으로)

  • Sin, Bum-Sik;Fang, Guang-Zhu;Kim, Yu-Kyung;Park, Jong-Chul
    • Journal of Korea Society of Industrial Information Systems
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    • v.19 no.3
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    • pp.87-101
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    • 2014
  • The theory of customer-based brand equity emphasizes the importance of brand awareness and brand image or associations in building a strong brand. Marketing scholars have recently begun to identify the two types of corporate associations, that is, corporate ability(CA) and corporate social responsibility(CSR) associations, which had long been conceptualized as a unidimensional construct of corporate image in the literature. In line with the new research stream, I'm developed a research model concerning how CA and CSR associations are related to credibility-based and benevolence-based trust, which in turn will affect emotional trust and consumer attitudes toward company. As for the hypothesized paths, the results confirm that all of the them are supported(H1-H6). First, CA associations have a significant positive relationship with credibility-based trust, and CSR associations are positively related to benevolence-based trust. Second, both dimensions of trust show strong and positive influences on emotional trust. In addition, credibility-based trust directly affect attitude toward firm in the foreign company. But credibility-based trust not affect attitude toward firm in the domestic company.

Atom-by-Atom Creation and Evaluation of Composite Nanomaterials at RT based on AFM

  • Morita, Seizo
    • Proceedings of the Korean Vacuum Society Conference
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    • 2013.02a
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    • pp.73-75
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    • 2013
  • Atomic force microscopy (AFM) [1] can now not only image individual atoms but also construct atom letters using atom manipulation method [2]. Therefore, the AFM is the second generation atomic tool following the well-known scanning tunneling microscopy (STM). The AFM, however, has the advantages that it can image even insulating surfaces with atomic resolution and also measure the atomic force itself between the tip-apex outermost atom and the sample surface atom. Noting these advantages, we have been developing a novel bottom-up nanostructuring system, as shown in Fig. 1, based on the AFM. It can identify chemical species of individual atoms [3] and then manipulate selected atom species to the designed site one-by-one [2] to assemble complex nanostructures consisted of many atom species at room temperature (RT). In this invited talk, we will introduce our results toward atom-by-atom assembly of composite nanomaterials based on the AFM at RT. To identify chemical species, we developed the site-specific force spectroscopy at RT by compensating the thermal drift using the atom tracking. By converting the precise site-specific frequency shift curves, we obtained short-range force curves of selected Sn and Si atoms as shown in Fig. 2(a) and 2(b) [4]. Then using the atom-by-atom force spectroscopy at RT, we succeeded in chemical identification of intermixed three atom species in Pb/Sn/Si(111)-(${\surd}3$'${\surd}3$) surface as shown in Fig. 2(c) [3]. To create composite nanostructures, we found the lateral atom interchange phenomenon at RT, which enables us to exchange embedded heterogeneous atoms [2]. By combining this phenomenon with the modified vector scan, we constructed the atom letters "Sn" consisted of substitutional Sn adatoms embedded in Ge adatoms at RT as shown in Fig. 3(a)~(f) [2]. Besides, we found another kind of atom interchange phenomenon at RT that is the vertical atom interchange phenomenon, which directly interchanges the surface selected Sn atoms with the tip apex Si atoms [5]. This method is an advanced interchangeable single atom pen at RT. Then using this method, we created the atom letters "Si" consisted of substituted Si adatoms embedded in Sn adatoms at RT as shown in Fig. 4(a)~(f) [5]. In addition to the above results, we will introduce the simultaneous evaluation of the force and current at the atomic scale using the combined AFM/STM at RT.

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Characteristics of Microcrack Orientations in Mesozoic Granites and Granitic Dyke Rocks from Seokmo-do, Ganghwa-gun (강화군 석모도 일대의 중생대 화강암류 및 화강암질 암맥류에서 발달하는 미세균열의 분포특성)

  • Park, Deok-Won;Lee, Chang-Bum
    • The Journal of the Petrological Society of Korea
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    • v.16 no.3
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    • pp.129-143
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    • 2007
  • We have studied orientational characteristics of microcracks in Mesozoic granites and granitic dyke rocks from Seokmo-do, Ganghwa-gun. Microcracks on horizontal surfaces of rock samples from 14 sites were investigated by image processing. Orientations of these microcracks compared with those of 18 sets of joints in Mesozoic granites from Seokmo-do. From the related chart, microcrack sets show strong preferred orientations which obviously are coincident with the direction of vertical common joints. It follows that the formation of macroscopic joints may be the results of further growth and step-wise jointing of pre-existing microcracks. Orientations of microcracks from this result also compared with those of vertical rift and grain planes for Jurassic and Cretaceous granite quarries in Korea. As shown in the distribution chart, the congruence of distribution pattern among microcracks and rift and grain planes suggests that similar microcrack systems probably occur regionally in Jurassic and Cretaceous granites from Korea. In particular, whole domain of the distribution chart was divided into 16 groups in terms of the phases of distribution of microcracks and planes. These microcrack sets in each domains construct complex composite microcrack systems which have formed progressively by different geologic processes and under varying conditions.