• 제목/요약/키워드: education using computer

검색결과 3,097건 처리시간 0.029초

다중연산구조기반의 고밀도 성능향상을 위한 움직임추정의 디인터레이싱 방법 (Deinterlacing Method for improving Motion Estimator based on multi arithmetic Architecture)

  • 이강환
    • 대한전자공학회논문지SP
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    • 제44권1호
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    • pp.49-55
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    • 2007
  • 본 논문에서는 필드/프레임의 공간적, 시간적 움직임 특성을 활용한 디인터레이스드 기법을 이용해 재구성된 영상프레임으로부터 넓은 탐색영역에서의 움직임추정이 가능한 이중연산구조 기반의 다해상도 계층적 움직임 추정 방식(multi- resolution hierarchical motion estimation, MHME)의 효율적인 다중연산구조 기반의 움직임 추정을 제안한다. 공간적, 시간적 움직임 특성으로부터 디인터레이스드 기법을 적용하여 재구성된 영상프레임으로부터는 계층적 움직임 추정방식을 적용하여 빠른 움직임 영역에서도 화질의 열화가 거의 없는 다해상도 계층적 움직임 추정(MHME) 영상처리를 구현하였고, 비교적 높은 PSNR을 얻을 수 있었다. 다양한 모드 M=2 또는 M=3의 여러 가지 모의실험을 통해 제안된 구조가 전역탐색 블록정합 알고리듬(Full-search Block Matching Algorithm, FBMA)에 대하여 예측성능에 있어 최고 1.49dB(CAR), 최저0.421dB(Mobile & Calendar)의 모의실험결과 평균 -0.7dB 정도의 미소한 평균 PSNR 저하를 나타내었다. 이의 구현을 위해 제안된 전역/후역 탐색방식의 연산처리방식은 하나의 처리기소자(Processor Element, PE)에 이중연산처리기(DAPE) 구조를 채택하여 제한된 PE로부터 넓은 탐색영역에서의 움직임 추정이 가능한 전역/후역 탐색방식(Foreground & Background Search Algorithm, FBSA)의 비트 처리열 탐색 알고리듬을 제안 적용하여 움직임추정 연산의 성능을 구조적으로 향상시키는 다중프로세서 어레이 구조(Multiple Processor Array Unit, MPAU)를 개발 제안하였다.

웹 로그에서의 Apriori 알고리즘 기반 사용자 액세스 패턴 발견 (User Access Patterns Discovery based on Apriori Algorithm under Web Logs)

  • 염종림;정석태
    • 한국정보전자통신기술학회논문지
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    • 제12권6호
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    • pp.681-689
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    • 2019
  • 웹 사용 패턴 발견은 웹 로그 데이터를 사용하는 고급 수단이며 웹 로그 데이터 마이닝에 데이터 마이닝 기술을 적용한 특정 응용이다. 교육 분야에서 데이터 마이닝 (DM)은 데이터 마이닝 기술을 교육 데이터 (대학의 웹 로그, e-러닝, 적응형 하이퍼미디어 및 지능형 튜터링시스템 등)에 적용한다. 따라서 교육 연구 문제를 해결하기 위해 이러한 유형의 데이터를 분석하는 것이 목표이다. 본 논문에서는 대학의 웹 로그 데이터가 데이터 마이닝의 연구 대상으로 사용되어 진다. 데이터베이스 OLAP 기술을 사용하여 웹 로그 데이터가 데이터 마이닝에 사용될 수 있는 데이터 형식으로 사전 처리되고 그 처리 결과가 MSSQL에 저장된다. 동시에 처리 된 웹 로그 레코드를 기반으로 기본 데이터 통계 및 분석이 완료된다. 또한 웹 사용 패턴 마이닝의 Apriori Algorithm 및 구현 프로세스를 소개하고 Python 개발 환경에서 Apriori Algorithm 프로그램을 개발했다. 그런 다음 Apriori Algorithm의 성능을 보이고 웹 사용자 액세스 패턴의 마이닝을 실현했다. 이 연구 결과는 교육 시스템 개발에 패턴을 적용하는데 중요한 이론적 의미를 갖는다. 다음 연구로는 분산 컴퓨팅 환경에서 Apriori Algorithm의 성능 향상을 연구하는 것이다.

영화 의상 디자이너에 관한 연구 (A Study on Costume Designer in Cinema)

  • 이희현;이유경
    • 한국의상디자인학회지
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    • 제7권3호
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    • pp.63-74
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    • 2005
  • The cinema costume designers carry out the creative works in a different way from the commercial fashion designers generating the new trends by season or year for a number of people. Costumes created by the cinema costume designers are for the people acting in the film screens such as heroes, heroines or extras. The cinema costume designers should not miss the overall flow of a cinema. Moreover, the prominent designers have to devise the costumes livening up every scene. Most cinemas with the prudent interests and attention on the costumes are favored by the public and gain the commercial success. In particular, the cinemas emphasize the visual effects such as setting, lighting and computer graphics and require the substantial budgets for preparing the costumes regardless of genres, while all other industrial fields will be the same. Such efforts are to deliver the meaning and aesthetics that the cinemas intend to show through the designs, colors and textures of costumes closed up in each scene. The costumes in cinemas are another linguistic system and have the symbolic form of compound and meaningful communication used by the directors. The costume design is required to produce the costumes that liven up the characteristics of heroes or heroines as well as to fit for the general artistic effects of films. Moreover, it has to express the characters in the films using the costumes suitable for the film genres. Cinema costumes are defined and refined, and the process can be angst-ridden. Each frame of film is a canvas and has its own proscenuium. Every garment worn in a theatrical production is a costume. Before an actor speaks, his wardrobe has already spoken for him. From the most obvious and flamboyant show clothing, to contemporary clothes using subtle design language, costume design plays an integral part in every film production. Costume design is a vital tool for storytelling. Costumes have always had enormous influence on world fashion. Costume designers are passionate storytellers, historians, social commentators, humorists, psychologists, trendsetters and magicians who can conjure glamour and codify icons. Costume designers are project managers who have to juggle ever-decreasing wardrobe budgets and battle the economic realities of film production. Costume designers are artists with pen and paper, form, fabric and the human figure.

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인천지역 청소년 여자 운동선수의 식행동, 체형에 관한 인식 및 영양상태평가 (Eating Behaviors, Perception of Body Image, Hematological Indices and Nutrient Intake of Adolescent Female Athletes in Incheon)

  • 정선희;성현이;김순기;김광회;조미혜;장경자
    • 대한지역사회영양학회지
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    • 제8권6호
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    • pp.951-963
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    • 2003
  • The purpose of this study was to investigate the eating behaviors, the self-perception of body images, the hematological indices and the nutrient intake of adolescent female athletes in Incheon. The subjects were 112 female athletes(track and fleld: n=32, target shooting: n=27, fencing n=29, swimming: n=14, badminton: n=10) from middle and high schools in Incheon. This cross-sectional study was conducted by means of a sol(-administered questionnaire. Fasting blood samples were obtained and analyzed for hemoglobin (Hb), hematocrit (Hct), ferritin, serum iron, mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration(MCHC), unsaturated iron binding capacity (UIBC), total iron binding capacity (TIBC) and transferrin saturation (TS). Nutrient intakes obtained by means of the 3 day-recall method were analyzed using the Computer Aided Nutritional Analysis Program. Statistical analysis was conducted using the SPSS 10.0 program. Most of the female athletes had dietary problems such as eating unbalanced meals, skipping meals, and preferences for processed foods. More than 60% of the female athletes skipped breakfast. As for perception of their body images, track and field athletes in particular, controlled their weights significantly better than the other athletes (p<0.05). With regard to their physical exertion during exercise, 56.3% of the swimmers and 31.3% of the track and field athletes answered “very hard”, which was a significant difference (p< 0.001). More than 80% of the female athletes experienced vertigo during exercise (p< 0.01). Also more than 50% of the female athletes, with the exception of the badminton players, had experienced irregular menstruation (p<0.05). The average serum iron levels (p<0.05), the serum ferritin levels (p<0.05) and TS (p<0.05) of the track and field athletes was significantly lower as compared to that of the other athletes. The nutrient intakes of the female athletes, with the exception of Vitamin B$_{6}$, niacin and phosphorus were lower than the Korean Recommended Daily Allowances (RDA). In particular, the calcium and iron intakes of the female athletes were under 50% of the Korean RDA. Therefore, proper nutritional education and supplementation are required for female athletes to encourage desirable eating habits, as well as to improve their nutritional status and exercise performances.s.

중소병원의 처방전달시스템 도입효과분석에 관한 연구 (S병원의 사례를 중심으로) (A Study on the Sufficiency of Anticipated Effect of Order Communication System Introduced to Medium-Sized Hospitals (Focused on the case of S Hospital))

  • 홍석원;정기선;최성우
    • 한국병원경영학회지
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    • 제7권4호
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    • pp.172-192
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    • 2002
  • The purpose of this study is to ascertain whether the effect of introduction of OCS(Order Communication System) to the hospital is satisfied or not comparing the anticipated effect with the actual effect. For this purpose, a domestic hospital which has introduced and has been operating OCS for several years was chosen. Based on the internal data of S Hospital prepared before introducing OCS, researcher has analyzed the basic direction, design standard and status of operation after the introduction of OCS, etc. After analyzing the status of operations of several departments using OCS and interviewing with the chiefs of pertinent departments, a survey form was designed. Actual survey and interviews were conducted by the researcher for weeks to know whether doctors, nurses, medical technicians and clerks of the patient management dept. were satisfied with OCS and to find if they have any recommendations to improve OCS. Based on the analysis of survey, the effect of OCS was evaluated whether it has satisfied the anticipated effectiveness. For the question if they feel convenient in using OCS, doctors, nursing staffs in charge of ward and the staffs of billing dept. has answered that they were all satisfied(100%). The answers for the same question were relatively high in the case of nurses in charge of outpatient and staffs of radiography. Of course, there have been some nurses and staffs who complained for the inconvenience. However, overall satisfaction was high on the average. Some common problems occurred after the introduction of OCS were frequent errors due to instability of OCS system, paralysis of function of hardware on data back-up system and redundant investment due to erroneous choice of DB program in setting DB. It was also pointed out that lack of computer education and low participation of medical staffs has resulted in failure of developing effective software. As a result, it has lowered the efficiency of OCS. For example, some works have to be done by hands even after OCS. Based on the result of this research, recommendations to maximize the effect of OCS were presented as follows. First, strong leadership of CEO and active cooperation of doctors are mandatory. Second, all the process of hospital work should be analyzed and be redesigned in more efficient ways. Third, OCS should be designed to be user-based system which can be used efficiently by all staffs of the hospital. Forth, prior to the operation of OCS, proper tests of the program and trainings of the pertinent staff are required. Fifth, prior to the selection of hardware, BMT(Bench Marking Test) should be conducted. Sixth, before introducing OCS, staffs in charge of OCS should visit many hospitals operating the OCS system and take their cases into account.

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Analysis of the PTO Torque of a Transplanter by Planting Condition

  • Kim, Wan Soo;Chung, Sun Ok;Choi, Chang Hyun;Cho, Jong Seung;Choi, Dug Soon;Kim, Young Joo;Lee, Sang Dae;Hong, Soon Jung;Kim, Yong Joo;Koo, Seung Mo
    • Journal of Biosystems Engineering
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    • 제41권4호
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    • pp.313-318
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    • 2016
  • Purpose: This study measured and analyzed the PTO (power take off) torque of a transplanter according to the planting conditions during field operation. Methods: A torque measurement system was constructed with torque sensors to measure the torque of a PTO shaft, a measurement device to acquire sensor signals, and a power controller to provide power for a laptop computer. The field operation was conducted at four planting distances (26, 35, 43, and 80 cm) and two planting depths using the transplanter on a field with similar soil conditions. One-way ANOVA with planting distance and Duncan's multiple range test at a significance level of 0.05 were used to analyze the PTO torque. The torque ratio was calculated based on the minimum torque using the average PTO torque measured under each planting condition. Results: The average torques on the PTO shaft for planting distances of 26, 35, 43, and 80 cm at a low planting depth were 11.05, 9.07, 7.04, and 3.75 Nm, respectively; the same for planting distances of 26, 35, 43, and 80 cm at a middle planting depth were 12.20, 9.86, 7.94, and 4.32 Nm, respectively. When the planting distance decreased by 43, 35, and 26 cm, the torque ratio at a low planting depth increased by 88, 142, and 195%, respectively. When the planting distance decreased by 43, 35, and 26 cm, the torque ratio at the middle planting depth increased by 84, 128, and 182%, respectively. Conclusions: PTO torque fluctuated by planting distance and depth. Moreover, the PTO torque increased for short planting distances. Therefore, farmers should determine the planting conditions of the transplanter by considering the load and durability of the machine. The results of this study provide useful information pertaining to the optimum PTO design of the transplanter considering the field load.

SVG(Scalable Vector Graphics)를 활용한 극장 예약 시스템 (Theater Reservation System Using SVG(Scalable Vector Graphics))

  • 전태룡;안성옥
    • 공학논문집
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    • 제5권1호
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    • pp.17-35
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    • 2004
  • Svg는 2차원 그래픽을 표현하기 위해 xml을 기반으로 만들어진 언어로서 W3C에 의한 xml 그래픽 표준이다. Xml의 개방성과 상호운용성 등의 장점을 모두 수용하여 다른 xml 언어들과 결합시켜 다양한 웹 어플리케이션으로 응용 할 수 있다. 실시간 데이터로부터 고품질의 다이나믹한 그래픽을 만들어 낼 수 있기 때문에 전자상거래, 지리정보, 교육과 광고 등의 분야에 적용 될 수 있다. 데이터베이스와의 연동으로 SVG의 응용을 더 높일 수 있다. 이는 단지 사용자 측면에서의 어플리케이션이 아닌 서비스를 제공하는 서버와의 대화가 가능하다는 것이다. 이 논문에서는 svg의 의미나 능력을 설명하는 것이 아니라 실제 극장 시스템에서 어떻게 활용 될 수 있는지를 말해 줄 것이다. svg는 xml의 장점에 그래픽적인 장점을 더 한 것이다. 이 말은 단지 svg가 그래픽적인 요소만이 아닌 xml의 유연성을 가졌다는 말이 된다. 실제 좌석의 위치지정과 새로운 좌석의 추가가 쉽다. 그룹으로 지정된 좌석은 단지 태그의 추가만으로 좌석을 생성할 수 있다. 이는 좌석의 변화와 또는 좌석의 고장 시 즉시 svg에 나타낼 수가 있다. 또한 svg는 데이터베이스와의 연동이 가능하고 추가 수정이 쉽다. 이는 벡터의 데이터를 갔고 있어서 가능한 것이다. 기존의 예약 시스템은 표를 살 때 시간과 가격의 정보만 있었지만, svg로 구현할 경우 좌석의 위치와 가격, 그리고 구매여부, 취소 등을 눈으로 보면서 할 수 있다.

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시각장애인의 학습을 위한 텍스트 추출 및 점자 변환 시스템 (HunMinJeomUm: Text Extraction and Braille Conversion System for the Learning of the Blind)

  • 김채리;김지안;김용민;이예지;공기석
    • 한국인터넷방송통신학회논문지
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    • 제21권5호
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    • pp.53-60
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    • 2021
  • 시각장애인의 수는 증가하고 있지만 시각장애인을 위한 점역 교재는 부족하여 본인의 의지에 관계 없이 교육권을 침해받는 경우가 많다. 본 논문에서는 시각장애인의 교육권을 보장하기 위해 점자책으로 나오지 않는 교재나 문서, 사진 등을 보호자의 도움 없이도 혼자 쉽게 공부할 수 있게끔 도와주는 학습 시스템을 다룬다. 장애인 접근성을 고려하여 어플리케이션과 웹페이지를 설계하고 점자 키트는 아두이노와 점자 모듈을 이용하여 제작한다. 이 시스템은 다음과 같은 기능들을 지원한다. 첫째, 원하는 문서 또는 사진을 선택해 OCR을 이용하여 텍스트를 추출한다. 둘째, 추출한 텍스트를 음성과 점자로 변환한다. 셋째, 회원가입 기능을 제공하여 추출된 텍스트를 다시 볼 수 있도록 한다. 다양한 실험을 통해 점자 출력, 음성 출력이 정상적으로 작동하는 것을 확인하고 높은 OCR 인식률을 제공하는 것을 알 수 있었다. 또한, 시각이 완전히 차단된 상태에서도 어플리케이션이 손쉽게 이용 가능하다는 것을 확인했다.

The Application of Fuzzy Logic to Assess the Performance of Participants and Components of Building Information Modeling

  • Wang, Bohan;Yang, Jin;Tan, Adrian;Tan, Fabian Hadipriono;Parke, Michael
    • Journal of Construction Engineering and Project Management
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    • 제8권4호
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    • pp.1-24
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    • 2018
  • In the last decade, the use of Building Information Modeling (BIM) as a new technology has been applied with traditional Computer-aided design implementations in an increasing number of architecture, engineering, and construction projects and applications. Its employment alongside construction management, can be a valuable tool in helping move these activities and projects forward in a more efficient and time-effective manner. The traditional stakeholders, i.e., Owner, A/E and the Contractor are involved in this BIM system that is used in almost every activity of construction projects, such as design, cost estimate and scheduling. This article extracts major features of the application of BIM from perspective of participating BIM components, along with the different phrases, and applies to them a logistic analysis using a fuzzy performance tree, quantifying these phrases to judge the effectiveness of the BIM techniques employed. That is to say, these fuzzy performance trees with fuzzy logic concepts can properly translate the linguistic rating into numeric expressions, and are thus employed in evaluating the influence of BIM applications as a mathematical process. The rotational fuzzy models are used to represent the membership functions of the performance values and their corresponding weights. Illustrations of the use of this fuzzy BIM performance tree are presented in the study for the uninitiated users. The results of these processes are an evaluation of BIM project performance as highly positive. The quantification of the performance ratings for the individual factors is a significant contributor to this assessment, capable of parsing vernacular language into numerical data for a more accurate and precise use in performance analysis. It is hoped that fuzzy performance trees and fuzzy set analysis can be used as a tool for the quality and risk analysis for other construction techniques in the future. Baldwin's rotational models are used to represent the membership functions of the fuzzy sets. Three scenarios are presented using fuzzy MEAN, AND and OR gates from the lowest to intermediate levels of the tree, and fuzzy SUM gate to relate the intermediate level to the top component of the tree, i.e., BIM application final performance. The use of fuzzy MEAN for lower levels and fuzzy SUM gates to reach the top level suggests the most realistic and accurate results. The methodology (fuzzy performance tree) described in this paper is appropriate to implement in today's construction industry when limited objective data is presented and it is heavily relied on experts' subjective judgment.

의료영상 분석에서 인공지능 이용 동향 (Trends in the Use of Artificial Intelligence in Medical Image Analysis)

  • 이길재;이태수
    • 한국방사선학회논문지
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    • 제16권4호
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    • pp.453-462
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    • 2022
  • 본 논문에서는 의료 영상 분석 분야에서 이용되고 있는 AI(Artificial Intelligence)기술을 문헌 검토를 통해 분석하였다. 문헌 검색은 중심어(keyword)를 사용하여 PubMed, ResearchGate, Google 및 Cochrane Review의 문헌 검색을 수행했다. 문헌 검색을 통해 114개의 초록을 검색하였고 그 중 16개의 중복된 것을 제외하고 98개의 초록을 검토했다. 검토된 문헌에서 AI가 응용되고 있는 분야는 분류(Classification), 국소화(Localization), 질병의 탐지(Detection), 질병의 분할(Segmentation), 합성 영상의 적합도(Fit degree) 등으로 나타났다. 기계학습(ML: Machine Learning)을 위한 모델은 특징 추출을 한 후 신경망의 네트워크에 특징 값을 입력하는 방식은 지양되는 것으로 나타났다. 그 대신에 신경망의 은닉층을 여러 개로 하는 심층학습(DL: Deep Learning) 방식으로 변화되고 있는 것으로 나타났다. 그 이유는 컴퓨터의 메모리 량의 증가와 계산속도의 향상, 빅 데이터의 구축 등으로 특징 추출을 DL 과정에서 처리하는 것으로 사료된다. AI를 이용한 의료영상의 분석을 의료에 적용하기 위해서는 의사의 역할이 중요하다. 의사는 AI 알고리즘의 예측을 해석하고 분석할 수 있어야 한다. 이러한 이해를 위해서는 현재 의사를 위한 추가 의학 교육 및 전문성 개발과 의대에 재학 중인 학습자를 위한 개정된 커리큘럼이 필요해 보인다.