• 제목/요약/키워드: Preliminary experiment

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Detecting and Segmenting Text from Images for a Mobile Translator System

  • Chalidabhongse, Thanarat H.;Jeeraboon, Poonsak
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.875-878
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    • 2004
  • Researching in text detection and segmentation has been done for a long period in the OCR area. However, there is some other area that the text detection and segmentation from images can be very useful. In this report, we first propose the design of a mobile translator system which helps non-native speakers to understand the foreign language using ubiquitous mobile network and camera mobile phones. The main focus of the paper will be the algorithm in detecting and segmenting texts embedded in the natural scenes from taken images. The image, which is captured by a camera mobile phone, is transmitted to a translator server. It is initially passed through some preprocessing processes to smooth the image as well as suppress noises. A threshold is applied to binarize the image. Afterward, an edge detection algorithm and connected component analysis are performed on the filtered image to find edges and segment the components in the image. Finally, the pre-defined layout relation constraints are utilized in order to decide which components likely to be texts in the image. A preliminary experiment was done and the system yielded a recognition rate of 94.44% on a set of 36 various natural scene images that contain texts.

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PET-CT 영상 알츠하이머 분류에서 유전 알고리즘 이용한 심층학습 모델 최적화 (Optimization of Deep Learning Model Using Genetic Algorithm in PET-CT Image Alzheimer's Classification)

  • 이상협;강도영;송종관;박장식
    • 한국멀티미디어학회논문지
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    • 제23권9호
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    • pp.1129-1138
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    • 2020
  • The performance of convolutional deep learning networks is generally determined according to parameters of target dataset, structure of network, convolution kernel, activation function, and optimization algorithm. In this paper, a genetic algorithm is used to select the appropriate deep learning model and parameters for Alzheimer's classification and to compare the learning results with preliminary experiment. We compare and analyze the Alzheimer's disease classification performance of VGG-16, GoogLeNet, and ResNet to select an effective network for detecting AD and MCI. The simulation results show that the network structure is ResNet, the activation function is ReLU, the optimization algorithm is Adam, and the convolution kernel has a 3-dilated convolution filter for the accuracy of dementia medical images.

하이브리드 타입 초소형 가스터빈엔진 개발 및 초도 시운전 (Preliminary Study of Hybrid Micro Gas Turbine Engine)

  • 서준혁;최주찬;권길성;백제현
    • 한국유체기계학회 논문집
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    • 제19권1호
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    • pp.24-30
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    • 2016
  • In this study, a 2W micro-gas turbine engine was designed using micro-electro-mechanical systems (MEMS) technology, and experimental investigations of its potential under actual combustion conditions were performed. A micro-gas turbine (MGT) contains a turbo-charger, combustor, and generator. Compressor and turbine blades, and generator coil were manufactured using MEMS technology. The shaft was supported by a precision computer numerical control (CNC) machined static air bearing, and a permanent magnet was attached to the end of the shaft for generation. A heat transfer analysis found that the cooling effect of the air bearing and compressor was sufficient to cover the combustor's high temperature, which was verified in an actual experiment. The generator performance test showed that it can generate 2W at design rotational speed. Prototype micro-gas turbine generated maximum 1 mW electric power and lasted up to 15 minutes.

Corrosion Performance of Cu Bonded Grounding-Electrode by Accelerated Corrosion Test

  • Choi, Sun Kyu;Kim, Kyung Chul
    • Corrosion Science and Technology
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    • 제17권5호
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    • pp.211-217
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    • 2018
  • Natural degradation of grounding-electrode in soil environment should be monitored for several decades to predict the lifetime of the grounding electrode for efficient application and management. However, long-term studies for such electrodes have many practical limitations. The conventional accelerated corrosion test is unsuitable for such studies because simulated soil corrosion process cannot represent the actual soil environment. A preliminary experiment of accelerated corrosion test was conducted using existing test standards. The accelerated corrosion test that reflects the actual soil environment has been developed to evaluate corrosion performances of grounding-electrodes in a short period. Several test conditions with different chamber temperatures and salt spray were used to imitate actual field conditions based on ASTM B162, ASTM B117, and ISO 14993 standards. Accelerated degradation specimens of copper-bonded electrodes were made by the facile method and their corrosion performances were investigated. Their corrosion rates were calculated to $0.042{\mu}m/day$, $0.316{\mu}m/day$, and $0.11{\mu}m/day$, respectively. These results indicate that accelerated deterioration of grounding materials can be determined in a short period by using cyclic test condition with salt spray temperature of $50^{\circ}C$.

창의·인성 교육이 초등학생들의 과학관련 태도와 과학 탐구과정 기능에 미치는 영향 (A Study of Effects of Creativity·Personality Education on Science Related Attitudes and Science Process Skills in Elementary School Students)

  • 유병길;강버들
    • 수산해양교육연구
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    • 제27권6호
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    • pp.1704-1716
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    • 2015
  • The purpose of this study was to investigate effects of creative personality education on elementary school students' science-related attitudes and science process skills. The experimental group was composed of 301 students Y Elementary school managing Creativity Personality Model School and the comparative group was composed of 231 students G elementary school in G city, Gyungsangnamdo. Before carrying out the study, both groups took the preliminary examination about their science-related attitudes and science process skills. After three months, the experiment group and the comparison group took the post examinations to compare and analyze the results. The results were as follows. Firstly, the averages of science-related attitudes for whole students, and boy students in experimental group statistically meaningfully higher than that of comparative groups, but made no difference for girl students. Secondary, in the case of science process skills, the averages of science-related attitudes for whole students including boy and girl students in experimental group statistically meaningfully higher than that of comparative groups. In light of these, it was thought that creative personality education positively effected on science-related attitude and science process skills.

Electrolytic Deposition of Metal Ions Using A Liquid Cadmium Cathode

  • Shim, Joon-Bo;Ahn, Byung-Gil;Kwon, Sang-Woon;Kim, Eung-Ho;Yoo, Jae-Hyung
    • 한국방사성폐기물학회:학술대회논문집
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    • 한국방사성폐기물학회 2004년도 학술논문집
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    • pp.337-337
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    • 2004
  • As one of researches for the P & T purposes, a basic experiment on the recovery of actinide elements from the mixture with rare earth elements by means of electrorefining using a liquid cadmium cathode in the LiCl-KC1 eutectic melt was carried out. In order to examine the behaviors of electrodeposition of metal ions on a liquid electrode, recovery experiments of rare earth metals resulting from forming electrodeposits were performed by a galvanostatic electrolysis method at various current densities. A cyclic voltammetric technique was applied to determine reduction-oxidation potential of each metal element in the melt and to detect the changes of the multi component melt composition for on-line monitoring. Also, a collaboration study with RIAR was completed to test the preliminary feasibility on a recovery of actinide elements from the mixture with rare earth elements using a liquid cadmium cathode and actinide metals. Experimental results showed that the ratio of actinides to rare earths, 9: 0.5∼1 led to the rare earth content of about 5∼10 wt% in the deposit.

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The Role of H Tone of an AP in Korean: The Relation Between Prosody and Morphology

  • Kang, Hyun-Sook
    • 음성과학
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    • 제15권1호
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    • pp.7-23
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    • 2008
  • This paper investigates tonal patterns of the prosodic constituents of an AP and a PWD in Korean and their relation with the morphological/syntactic structure. Specifically, this paper asks the following questions: First, if there are more than one PWD in an AP, how is each PWD specified in terms of tones? Secondly, in case that there is only one PWD in an AP that consists of several morphemes, is there any preference of the association between tones and the morphemes that constitute that PWD? Thirdly, if an AP dominates a PWD and if a PWD contains at least one morpheme of the lexical category, it follows that an AP should contain at least one morpheme of the lexical category. Can this be verified with the experimental data? In order to answer these questions, Experiment I and II were conducted with the target material consisting of a stem and suffixes that varied in length. The results of this preliminary test show that as the number of syllables in the target material increases, the more number of an AP tonal pattern occurs in it and as a result, in some cases, an AP consisting of suffixes only may occur.

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누리과정과 연계한 유아행복 프로그램이 유아행복과 자아존중감에 미치는 영향 (The Effect of Young Children's Happiness Program Linked with Nuri Curriculum on Young Children's Happiness and Self-esteem)

  • 신지혜
    • 한국보육지원학회지
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    • 제12권5호
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    • pp.17-45
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    • 2016
  • This study aimed to investigate the effect of a young children's happiness program in relation with the Nuri curriculum on young children's happiness and self-esteem. Study subjects included 37 children aged 5 (experimental group 20, comparative group 17) enrolled in A day care center and D day care center located in K district, Seoul. As for the research procedure, an experiment was conducted 48 times in 18 weeks, and the experimental group carried out the children's happiness program linked with the Nuri curriculum. In contrast, the comparative group conducted general activities focusing on the subjects according to the Nuri curriculum. Study results show that there was a significant difference amongst 9 sub-domains related to young children's happiness (health, emotion, immersion, recognition and achievement, parent-child relationship, teacher-child relationship, peer relationship, spirituality, life satisfaction) and 3 sub-domains related to self-esteem (start and spirit of independence, sociality emotionality, academic achievement). Results of this study prove that the children's happiness program in relation with the Nuri curriculum is effective for increasing young children's happiness and self-esteem, and could be used as preliminary data for the possibility of a happiness program in early childhood education settings and happiness education in the future.

Effect of Seed Priming Treatment on the germination of Sesame

  • Shim, Kang-Bo;Cho, Sang-Kyun;Hwang, Jung-Dong;Pae, Suk-Bok;Lee, Myoung-Hee;Ha, Tae-Jung;Park, Chang-Hwang;Park, Keum-Yong;Byun, Jae-Cheon
    • 한국작물학회지
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    • 제54권4호
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    • pp.416-421
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    • 2009
  • This experiment was conducted to find out optimum priming treatment conditions to the sesame seed as a preliminary study for enhancing sesame germination properties. Effective priming agents and concentrations for sesame seed were $K_3PO_4$, 200 mM and PEG6000, -1.0 MPa respectively. Optimum priming temperature and duration were $15^{\circ}C$, 4 days in view of germination speed and germination percentage. PEG6000 with -1.0 MPa was selected as an efficient priming treatment condition at $15^{\circ}C$, 4 days. This study suggested that priming treatment to sesame seed would be an effective technique enhancing sesame seed germination and shortening time to the $T_{50}$ at the field condition, but the efficiency of priming treatments to the sesame seed would be strongly dependent on individual or integrated conditions of priming agent, concentration, temperature and duration etc.

1/8 척도 CANDU6 감속재 순환 유동 실험에 대한 PIV 속도장 측정 (PIV Measurement of Velocity Profile in the 1/8 Scale CANDU6 Moderator Circulation Test)

  • 김형태;서한;차재은;방인철
    • 한국가시화정보학회지
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    • 제12권1호
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    • pp.18-24
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    • 2014
  • The Korea Atomic Energy Research Institute (KAERI) has a scaled-down moderator test program to simulate the CANDU6 moderator circulation phenomena during steady state operation and accident conditions. In the present work a preliminary experiment using a 1/8 scaled-down moderator tank has been performed to identify the potential problems of the flow visualization and measurement in the scaled-down moderator test facility. With a transparent moderator tank model, a velocity field is measured with a Particle Image Velocimetry (PIV) technique under an isothermal state. The flow patterns from the inlet nozzles to the top region of the tank are investigated using PIV for a 1/8 scale moderator tank.