• Title/Summary/Keyword: Transformation efficiency

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3D Mesh Reconstruction Technique from Single Image using Deep Learning and Sphere Shape Transformation Method (딥러닝과 구체의 형태 변형 방법을 이용한 단일 이미지에서의 3D Mesh 재구축 기법)

  • Kim, Jeong-Yoon;Lee, Seung-Ho
    • Journal of IKEEE
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    • v.26 no.2
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    • pp.160-168
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    • 2022
  • In this paper, we propose a 3D mesh reconstruction method from a single image using deep learning and a sphere shape transformation method. The proposed method has the following originality that is different from the existing method. First, the position of the vertex of the sphere is modified to be very similar to the 3D point cloud of an object through a deep learning network, unlike the existing method of building edges or faces by connecting nearby points. Because 3D point cloud is used, less memory is required and faster operation is possible because only addition operation is performed between offset value at the vertices of the sphere. Second, the 3D mesh is reconstructed by covering the surface information of the sphere on the modified vertices. Even when the distance between the points of the 3D point cloud created by correcting the position of the vertices of the sphere is not constant, it already has the face information of the sphere called face information of the sphere, which indicates whether the points are connected or not, thereby preventing simplification or loss of expression. can do. In order to evaluate the objective reliability of the proposed method, the experiment was conducted in the same way as in the comparative papers using the ShapeNet dataset, which is an open standard dataset. As a result, the IoU value of the method proposed in this paper was 0.581, and the chamfer distance value was It was calculated as 0.212. The higher the IoU value and the lower the chamfer distance value, the better the results. Therefore, the efficiency of the 3D mesh reconstruction was demonstrated compared to the methods published in other papers.

An Analysis of the Status of National Research and Development Projects in Records Management (기록관리 분야 국가연구개발사업 현황 분석)

  • Hoemyeong Jeong;Soonhee Kim
    • Journal of Korean Society of Archives and Records Management
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    • v.23 no.4
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    • pp.137-157
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    • 2023
  • The scale of research and development (R&D) investment is increasing to strengthen national competitiveness through technological innovation, leading to an increased interest in investment efficiency. In records management, the National Archives of Korea has been leading the national research and development project since 2008. Accordingly, this study analyzed R&D projects in records management regarding implementing organization, performance or outcomes, and subjects, targeting 111 National Archives of Korea contract research projects from 2008 to 2022. The analysis showed that small and medium-sized enterprises (SMEs) were the most likely to conduct research, the majority of the research outcomes were academic publications, and there were some discrepancies between the reported performance in research and the actual performance. In terms of research subjects, the most common type of records are paper or print documents, establishing an electronic management system among the National Archives' works. In terms of the frequency of keywords in the records management process and research projects, it was found that research was mainly conducted on "preservation." Meanwhile, only 10 cases, or 9% of the 111 projects, were found to be relevant in terms of utilizing big data and developing intelligent technologies related to digital transformation. Therefore, the effectiveness of the R&D project must be improved through follow-up management of the results even after the research project is completed. In addition, in terms of research topics, it was identified that aside from "preservation," studies focusing on "transfer," "classification," "evaluation," and "collection," as well as research that responds to digital transformation, are needed.

The Transition Process and Performance Evaluation Plan of Commissioned Education by the ROK Armed Forces (육군 위탁교육 변천과 성과평가 발전 방향)

  • Kim, Choong-Kwan;Park, Chan-hee
    • The Journal of the Korea Contents Association
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    • v.20 no.6
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    • pp.668-681
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    • 2020
  • The overseas military education, which began in 1948, and the commissioned education of professional degrees, which was implemented in 1958 to obtain a degree for a professor at the Korea Military Academy, are expected to be expanded further in order to nurture talent who will lead the future and transformation of the Army in the era of the fourth industrial revolution. However, the Army's commissioned education system has been criticized for being high-cost and low-efficiency, and the systematic evaluation of the performance of commissioned education has also been insufficient. Therefore, this study examined the transition process of commissioned education by the ROK Army. The validity of the assessment area the CIPP evaluation model for the performance evaluation of commissioned education in the Army was verified through expert Delphi survey. According to the Delphi survey, the validity of the assessment area for the performance evaluation was all appropriate and various opinions on commissioned education were obtained.

Theoretical Analysis of the Charging Process with Perfectly Mixed Region in Stratified Thermal Storage Tanks (완전혼합영역을 갖는 성층축열조의 충전과정에 대한 이론적인 해석)

  • Yoo, H.;Pak, E.T.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.7 no.2
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    • pp.184-195
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    • 1995
  • A theoretical one-dimensional model for the charging process in stratified thermal storage tanks is established presuming that the fluid ensuing from the tank inlet creates a perfectly mixed, layer above the thermocline. Both the generic and asymptotic closed-form solutions are obtained via the Laplace transformation. The asymptotic solution describes the nature of the charging pertaining to the case of no thermal diffusion, whereas the generic solution is of practical importance to understand the role of operating parameters on the stratification. The present model is validated through comparison with available experimental data, where they agree well with each other within a reasonable limit. An interpretation of the exact solution entails two important features associated with the charging process. The first is that an in-crease in the mixing depth $h_m$ causes a relatively slow temperature rise in the perfectly mixed region, but on the other hand it results in a faster decay of the overall temperature gradient across the thermocline. Next is the predominance of the mixing depth in the presence of the prefectly mixed region. In such a case the effect of the Peclet number is marginal and there-fore the thermal characteristics are solely dependent on the mixing depth paticularly for large $h_m$. The Peclet number affects significantly only for the case without mixing. Variation of the storage efficiency in response to the change in the mass flow rate agrees favorably with the published experimental results, which confirms the utility of the present study.

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A Research on the Characteristics of Virtual Reality Stores -Focused on Hyundai VR Store and eBay VR Department Store- (가상현실 점포의 특성에 관한 연구 -현대백화점 VR 스토어와 eBay VR 백화점 사례를 중심으로-)

  • Jang, Ju Yeun;Chun, Jaehoon
    • Journal of the Korean Society of Clothing and Textiles
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    • v.42 no.4
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    • pp.671-688
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    • 2018
  • This study investigates the characteristics of VR stores that emerged as new fashion communication media. Two case studies on Hyundai and eBay VR Department stores were conducted along with a discussion of the function and meaning of the fashion VR store. The results showed that both stores provide novel shopping experiences; however, the two were differentiated in terms of production method and technology implementation level. Functional aspects such as providing shopping efficiency and purchasing service was insufficient in both stores. Instead, they were complementing by means of product rotation, recommendation system, voice guidance, or linkage with an online shopping mall. In experiential aspects, both stores provided a strong sense of immersion. Hyundai VR store enhanced immersion with a high resolution image of a real offline store; however, it lacked in the ability to provide multisensory stimulation such as kinetic sense or auditory stimulation. The eBay VR Department store intensified the immersion experience by providing auditory stimulation as well as visual stimulation that enhanced the speed and distance sense through the utilization of animation. However, the extent of experience was limited in terms of agency and transformation because of the low interactivity found in both store systems.

Adventitious Bud Induction and Plant Regeneration from Cotyledon Explants of Camellia japonica L. (동백 자엽절편으로부터 부정아 형성을 통한 식물체의 재분화)

  • Kim, Kwang-Soo;Hwang, Sung-Jin;Pyo, Byoung-Sik;Kim, Sun-Min
    • Korean Journal of Medicinal Crop Science
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    • v.13 no.3
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    • pp.105-108
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    • 2005
  • Culture conditions for plant regeneration of Camellia japonica were achieved by organogenesis in explants of cotyledon. Seed cotyledons were cultured on MS medium containing various auxin, 2,4-D or NAA and cytokinins BA. The adventitious shoot buds were efficiently formed without embryogenesis on the basal region of cotyledon cultured on MS medium supplemented with $0.1\;{\mu}g/m{\ell}$ 2.4-D and $1\;{\mu}g/m{\ell}$ BA. Seed cotyledons could be used as a source of explants in experiments of genetic transformation of the genotypes evaluated for improving the efficiency of production of transgenic Camellia plants.

Development of Ultrasonic Sensors for Simultaneous Measurement of Longitudinal and Shear Waves (종-횡파 동시 측정용 초음파 센서의 개발)

  • Kim, Yeon-Bo;Rho, Yong-Rae
    • Journal of Sensor Science and Technology
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    • v.8 no.1
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    • pp.1-9
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    • 1999
  • A study has been made on the fabrication of a dual mode(a longitudinal and shear mode) ultrasonic sensor using a single PZT piezoelectric ceramic element. We investigated the mechanism of the dual mode sensor that generated both of the longitudinal and the shear waves simultaneously with the single PZT element. Through the analysis of analytic wave propagation equations, all the possible crystal cuts have been examined to determine appropriate Euler transformation angles for efficient excitations of the dual modes. We studied the performance of a PZT element as a function of its rotation angle so that its efficiency is optimized to excite the two waves of equal strength. Experimental examination of the waveform on a delay line(STS303) setup confirms that the ultrasonic sensor can transmit and detect both longitudinal and shear waves simultaneously.

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Application and verification analysis of the thermoelectric generation system for a coastal fishing vessel (열전발전 장치의 연안어선 활용에 관한 연구)

  • LEE, Donggil;YANG, Yongsu;KIM, Pyungkwan;KIM, Seonghun;KIM, Hyunyoung
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.53 no.2
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    • pp.196-203
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    • 2017
  • The renewable energy sources can be thought of one of the major measures to reduce greenhouse gas emissions in the industries. However, the utilization technology for those sources is approaching in the different matters. One of them, thermoelectric generation might be applicable to fishing industry. A various of internal combustion engines are used in a wide range of fisheries. After the ignition process, the heat passed out from the exhaust outlet. Recycling the heat could be not only an energy source but also reduction of green gas emission. Therefore, this study was designed to verify the feasibility of generation from wasted exhaust gas and analyze the performance. The designed experiment devices were connected with a data logger and an electric loader to quantify the currency and voltage. The devices were installed in a coastal fishing vessel for a gillnet fishery. During the whole fishing trips, the amount of generation was measured by engine rpm and the fishing operation procedures including vessel operations. At the maximum 1,500 rpm in the practical range, the generation amount was 113.6 W. The amount difference in relation to connection method was within 5 W: serial connection was 111.4 W and parallel connection was 115.8 W.

A study of performance improvement of a thermoelectric generation system for the coastal fishing boats (연안어선용 열전발전 장치의 성능개선을 위한 연구)

  • LEE, Donggil;KIM, Hyunyoung;BAE, Sungyoun;KIM, Jiyeon;DO, Yonghyun;YANG, Yongsu
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.54 no.3
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    • pp.246-254
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    • 2018
  • In this study, we developed a thermoelectric generation system for coastal fishing boats that allows for a high-density arrangement of thermoelectric modules, verified the improvement in performance by conducting comparative analysis between field test results and results from previous studies. The developed thermoelectric generation system was installed in a 3-ton gill-netter to analyze the engine revolutions per minute and energy production per day for each fishing process over a period of 20 days. From the experimental results, the maximum electric energy generated was 207.1 Wh, the minimum was 53.93 Wh and the average electric energy was 129.98 Wh. In accordance with the increasing of the engine r.p.m., the maximum electric production was 183 W at 1,500 r.p.m. It was approximately 80.5% of designed capacity, 227.2 W. Considering the result in the earlier research was 50.7% of designed capacity, 115.8 W. It was improved by 30% compared to the earlier one. The fishing operation was classified as departure, fishing and arrival. From the result on production analysis of electric energy, the composition of energy was 63% in fishing, 19.5% in departure and 17.5% in arrival. The electric energy production per unit hour was 42.8% in arrival, 32.9% in departure and 24.3% in fishing.

Impact of Physical, Chemical and Biological Factors on Lily (Lilium longiflorum cv. Georgia) Pollen Growth and GUS Expression Via Agro-infiltration (물리적, 화학적, 생물적 요인에 의한 백합 (Lilium longiflorum cv. Georgia) 화분의 생장 및 Agro-Infiltration을 이용한 GUS 발현)

  • Park, Hee-Sung
    • Journal of Plant Biotechnology
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    • v.31 no.4
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    • pp.279-283
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    • 2004
  • To lily (Lilium longflorum cv. Georgia) pollen, impacts by some physical, chemical and biological factors were examined in respects of its growth and transient gene expression via agro-infiltration. Rolling movement in liquid medium or vacuum pressure during Agro-infiltration was regarded as a impact that should be minimized for normal pollen growth. Pollen growth was maintained well in relatively broad range of temperature (19 to 27$^{\circ}C$) or pH (5.0 to 8.0). Chemical factors such as cefotaxime (up to 300mg/L), acetosyringone (up to 800 $\mu$M) and syringealdehyde (up to 800 $\mu$M) did not show any harmful effects but kanamycin severely did even at concentration as low as 25mg/L in some cases. For GUS gene expression, acetosyringone at 200 to 400 $\mu$M slightly improved the efficiency while syringealdehyde did not. Brief agro-infiltration followed by 18 hr of co-incubation of pollen along with Agrobacterium was suggested as a condition basically required for the transient expression system using lily pollen regardless of the presence of acetosyringone.