• Title/Summary/Keyword: 화상학습

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A Training Pattern Processing Processing Method for ATM Connection Admission Control Using the Neural Network (ATM 연결 수락 제어를 위한 인공 신경망의 학습패턴 처리기법)

  • 김용남;권오준;김태석
    • Proceedings of the Korea Multimedia Society Conference
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    • 2003.05b
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    • pp.109-113
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    • 2003
  • 기존의 VOB(Virtual Output Buffer) 모델에서 신경회로망의 학습 패턴 처리를 위해 가상 셀 손실율이 도입되었다. VOB 모델은 신경망이 실제 셀 손실율 없이도 연결 수락 경계를 잘 찾을 수 있음을 보여주었다. 그러나 VOB 모델은 셀 손실율을 과다 평가하는 경향이 있어 결과적으로 망 자원의 이용률이 낮은 단점이 있다. 된 논문에서는 이러한 단점을 보완하는 방법으로 연결 수락 경계에서 셀 손실율의 평균에 대한 정보를 충분히 포함하는 셀 손실율 참조 곡선의 개념을 제안하였다 그리고 제안된 셀 손실을 참조 곡선을 이용하여 가상 셀 손실율을 처리하는 방법을 제안하였다. 제안된 학습 패턴 처리 방법은 ATM 트래픽 중에 가장 대표적인 두 가지 호원에 대하여 실험하였다. 실험에 사용된 호원은 LAN 데이터의 트래픽 특성을 가지는 On-Off 트래픽과 비디오 화상 통신의 특성을 가지는 Auto-Regressive 트래픽이다.

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Soft Sensor Design Using Image Analysis and its Industrial Applications Part 2. Automatic Quality Classification of Engineered Stone Countertops (화상분석을 이용한 소프트 센서의 설계와 산업응용사례 2. 인조대리석의 품질 자동 분류)

  • Ryu, Jun-Hyung;Liu, J. Jay
    • Korean Chemical Engineering Research
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    • v.48 no.4
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    • pp.483-489
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    • 2010
  • An image analysis-based soft sensor is designed and applied to automatic quality classification of product appearance with color-textural characteristics. In this work, multiresolutional multivariate image analysis (MR-MIA) is used in order to analyze product images with color as well as texture. Fisher's discriminant analysis (FDA) is also used as a supervised learning method for automatic classification. The use of FDA, one of latent variable methods, enables us not only to classify products appearance into distinct classes, but also to numerically and consistently estimate product appearance with continuous variations and to analyze characteristics of appearance. This approach is successfully applied to automatic quality classification of intermediate and final products in industrial manufacturing of engineered stone countertops.

Tracking and Recognition of vehicle and pedestrian for intelligent multi-visual surveillance systems (지능형 다중 화상감시시스템을 위한 움직이는 물체 추적 및 보행자/차량 인식 방법)

  • Lee, Saac;Cho, Jae-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.2
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    • pp.435-442
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    • 2015
  • In this paper, we propose a tracking and recognition of pedestrian/vehicle for intelligent multi-visual surveillance system. The intelligent multi-visual surveillance system consists of several fixed cameras and one calibrated PTZ camera, which automatically tracks and recognizes the detected moving objects. The fixed wide-angle cameras are used to monitor large open areas, but the moving objects on the images are too small to view in detail. But, the PTZ camera is capable of increasing the monitoring area and enhancing the image quality by tracking and zooming in on a target. The proposed system is able to determine whether the detected moving objects are pedestrian/vehicle or not using the SVM. In order to reduce the tracking error, an improved camera calibration algorithm between the fixed cameras and the PTZ camera is proposed. Various experimental results show the effectiveness of the proposed system.

An Exploratory Study on Social Presence in Synchronous Distance Course : Focused on the Cases of Christian Education Classes (실시간 화상 수업에서의 사회적 실재감 탐색 : 기독교교육 수업 사례를 중심으로)

  • Park, Eunhye;Sung, Jihoon
    • Journal of Christian Education in Korea
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    • v.64
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    • pp.203-235
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    • 2020
  • The purpose of this study is to identify the degree of social presence perceived by students and to explore the factors that have affected it after practicing Christian Education classes as synchronous distance course due to Covid-19. It is also to suggest effective ways in the aspects of the design and operation to improve social presence. In order to measure social presence and derive influencing factors, research related to synchronous distance class and social presence is summarized through literature review. The researchers also surveyed 58 students in three courses of Christian education major at a University in Gyeonggi-do and conducted in-depth interviews with 6 students. The main findings are as follows: First, the sense of social presence was moderate, the emotional bond was the lowest by sub-factor, the open communication, the sense of community was moderate, and the mutual support and concentration were the highest. Second, factors that had a positive impact on the sense of social reality were group activities, selfintroduction activities, active participation in classes, mutual communication such as Q & A or response to peer learners' opinions during lectures by professors, questions, feedback, etc, and having a smaller number of students. Factors that had a negative impact on the perception of social presence were lack of private conversations, poor participation in classes, lack of communication with each other, and difficulty concentrating. The causes of these negative factors were technical problems and limitations arising from zoom, inconvenience and distracting surroundings, lack of time, and psychological awkwardness. Reflecting the results of the study, orientation to effective synchronous distance course, guidance on smooth communication methods, strengthening the role of professors to promote learning, strengthening group activities and learner-centered activities, and proposing a smaller scale of students were ways that are offered to improve the sense of social presence in synchronous distance courses.

웹 기반 협동학습 시스템 사용의도에 미치는 영향요인에 관한 연구: Decomposed TPB 모형중심

  • Lee, Dong-Hun;Lee, Sang-Gon;Lee, Ji-Yeon
    • 한국IT서비스학회:학술대회논문집
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    • 2010.05a
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    • pp.310-316
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    • 2010
  • 본 연구는 정보기술의 사용(Usage)과 수용(Adoption)을 예상하는 목적보다는 웹 기반 협동합습 시스템사용 의도와 사용행위에 영향을 미치는 변수들을 폭 넓게 이해하고, 실질적으로 활용 할 수 있는 변수를 찾는데 목적이 있기 때문에 분해된 계획 행동 이론(Decomposed TPB)을 기반 하였고, 분해된 변수들 중 일부분(지각된 유용성, 지각된 용이성, 명시적 영향, 암시적 영향)과 웹 환경의 중요 요소인 '흥미성' 을 포함하여 사용의도(Use Intention)에 영향을 미치는 변수들을 2개 대학의 대학생 256명을 대상으로 자료를 수집하여 실증 분석하였다. 연구결과 다차원으로 분해된 일부 변수들 중 태도적 믿음 변수인 '지각된 용이성'을 제외하고 분해된 모든 변수가 사용의도에 긍정적 강한 영향을 미치고 있음을 알 수 있었고, 특히 주관적 규범(명시적 영향, 암시적 영향)변수는 준거집단을 통해서 웹기반 협동학습 시스템에 대한 행동의도나 인지에 영향을 줄 수 있는 중요 변수로 나타났다. 이러한 결과는 준거인이 되는 팀장은 팀원 및 학습자들과의 상호작용(협동학습을 통한 화상토론, 게시판정활동, 오프라인 정기 모임, 동영상 동시 시청)과 팀원 관리 및 운영하는 역할이기 때문에 새로운 정보 기술 및 시스템 사용 권유를 하거나, 직접 기술사용을 하는 주변 분위기는 협동합습에 참여한 학습자들에게 조금이나마 영향을 줄 수 있음을 추측 해 볼 수 있고 영향력 있는 중요변수임을 제시하였다.

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A Useful Method on Effective Primary English Education Based on Multimedia Contents and Video Conference (효율적인 초등학교 영어 학습을 위한 멀티미디어 컨텐츠와 Video Conference의 이용 방안 연구)

  • Kim, Yong-Sin;Kim, Jeong-Rang
    • Journal of The Korean Association of Information Education
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    • v.4 no.1
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    • pp.120-128
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    • 2000
  • Even though we basically regard spoken English like listening and speaking rather than written language as an important principle in Elementary Education of English, actually students are being taught English only by imitating what they heard and watched through audio or video tapes in the scene of elementary school. Of course, it is successful to learn English focused on a spoken language not in EFL(English as a foreign language) but in ESL(English as a second language) circumstance. Therefore, we provide products of multimedia contents in order to give opportunities which can make use of English in the classroom through the Web in this paper. In addition to it, we write this paper on method to strengthen motivation for learning language even out of the classroom by putting English to practical use through video conference system or E-mail exchange.

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The Design of an Attendance System using the Facial Recognition scheme (안면인식기법을 이용한 출석 시스템의 설계)

  • Cho, Seon-Jin;Kim, Dong Hyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.49-50
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    • 2021
  • 최근 얼굴인식 시장의 규모가 증가하고 있으며 모바일 결제, 디바이스 본인인증, 신분확인 및 출입 통제, 치안 등의 다양한 분야에 적용 되고 있다. 온라인 화상회의에서 출석하는데 번거로운 방식들이 사용되고 있으며 대규모 회의일 경우 인원파악에 어려움을 겪고 있다. 본 논문에서는 온라인 회의를 할 때 머신러닝을 이용하여 여러 수강자의 얼굴을 자동으로 인식하여 출석을 확인하는 출석시스템을 제안한다. 이후 사용자는 출석 시스템을 사용해 객관적인 데이터를 확보하게 된다.

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A study on the manufacture of Lith film developer (Lith Film 현상액의 제조에 관한 연구)

  • 나형석
    • Journal of the Korean Graphic Arts Communication Society
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    • v.16 no.1
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    • pp.55-67
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    • 1998
  • The developing agent is the materials which first acts on silver grain and make it into metallic silver by reducing reaction. There are several types in developing agents, and according to Lumiere-Andresen principle, substitution product which has amino or hydroxyl group in benzen nucleus has a developing power, but all reducing substances are not in used .In the developing effect, not only the role of developing agent but also that of assistant materials are important. But In this work, we have studied effect, change by lith developing agent which require high contrast image. We made an developing experiment after having manufactured developing solution used hydroquinone and another developing agents like chlorohydroquinone, pyrocatcchol and pyrogallol as developing agent. And we added that did in addition of diethanolamine and ascorbic acid. and then we examined the possibility of use.

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A Study on the Current Status and Improvement of Online Classes for Students with Developmental Disabilities during the COVID-19 Pandemic -in chungbuk- (코로나19 상황 속 발달 장애 학생의 온라인 학습 실태와 개선방안 -충북지역을 중심으로-)

  • Kim, Hyun-Jin
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.350-358
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    • 2021
  • The purpose of this study is to analyze the status of rights for online learning of students with developmental disabilities in the COVID-19 situation and suggest plans to promote the rights focusing on parents with children with disabilities. This research conducted the mixed method, which utilizes the survey of 200 parents with children in chungbuk, who have developmental disabilities, and FGI of six parents. The survey analysis shows that 50.5% of the respondents could not support their children due to telecommuting. The most urgent support system for learning assistance was identified as support for assistive personnel. As a result of the analysis of FGI, two categories of "status of online classes in the COVID-19," "improving non-contact learning environment considering the nurturing environment," "diversifying teaching methods such as video classes," "introducing of a contextual assessment," and "enhancing health support." Based on these findings, the study proposed to review legal grounds for online classes for disabled students, expand the dispatch of learning support personnel and prepare plans to promote the online learning environment.

Implementation of Clinical Microbiology Images CAI System Using Web (Web을 이용한 임상미생물 화상 CAI 시스템의 구현)

  • Koo Bong-Oh;Shin Yong-Won
    • The Journal of the Korea Contents Association
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    • v.4 no.4
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    • pp.45-51
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    • 2004
  • The number of development in educational software is currently decreasing despite rapid improvement in computer technology. This is partly due to the fact that the current software relies on the conventional hypermedia method or on the hierarchical method, both of which have inherent limitations. To compensate their limitations while keeping their merits, a hybrid method called the structured hypermedia link method has recently been proposed in the literature. It has been found that the structured hypermedia link method is far superior than the conventional methods in terms of educational effectiveness because it can help a learner to search various data by navigating between the study topics on his own while maintaining his level of cognitively overloaded stress to the minimum. The clinical microbiology laboratories were chosen as the candidate site for this study because its educational system has not been standardized and has been relying heavily on the personal experience. In this study, the hypermedia link method was applied to the development of an education system for the image analysis in clinical microbiology laboratories. For this purpose, a web-based computer aided instruction(CAI) program was designed to systematically organize the Gram stain method based on the standardized image data. In the future, CAI program must be intended to educate for beginner and developed to accept for variable knowledge. And it will be useful program for technicians in case of applying various examinations based Gram stain method of this study.

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