• International Journal of Computer Science & Network Security
• /
• 제22권5호
• /
• pp.368-374
• /
• 2022

Children are by nature curious and enthusiastic about learning and love to explore and search for everything they see around them, but as a result of this exploration they may sometimes be exposed to dangerous situations ranging from falls to poisoning and suffocation. That is why when supporting a child's natural desire to explore the world and supporting his awareness of dangerous situations and good handling of them, helps him build a conscious scientific mind and enhance his curiosity in the natural world. It is not easy to imagine a difficult situation in which we or one of our family is in danger, unable to help ourselves or to help them in time, due to our complete ignorance of the rules of first aid. Hence the importance of learning first aid not only for the child but for the community and the world at large. "Hakeem" is an Arabic E-health educational application that aims to teach children from the age of six to eleven years first aid, in our belief that the seed of renaissance lies in the care and education of children, and the lack of Arabic content that aims to teach children first aid skills. The idea is to create a scenario in which the child is responsible for saving the person who will be in a dangerous situation using Augmented Reality (AR) technology, to increase engagement and interaction and provides a rich user experience, and according to the child's performance, he will get reward points. The game will have several levels: Beginner, Intermediate, and Hakeem, and based on the player's points he will get a title and move to the next level, and when he reaches the end, he will get the certificate.

• 한국컴퓨터정보학회:학술대회논문집
• /
• 한국컴퓨터정보학회 2022년도 제65차 동계학술대회논문집 30권1호
• /
• pp.39-40
• /
• 2022

최근 전동 킥보드, 전동휠, 전기 자전거 등 개인형 이동수단(Personal Mobility)의 보급이 늘면서 관련 인명 교통사고가 급증하고 있다. 본 논문에서는 개인형 이동수단의 사용위험 및 사고 감소를 목적으로, 딥러닝 객체탐지 기술을 적용하여 다양한 위험요소를 증강현실 기술을 기반으로 한 HMD(Helmet mounted display)에 표시하는 '딥러닝 객체 인식과 증강현실을 적용한 개인 이동장치를 위한 HMD(Helmet Mounted Display) 어플리케이션'을 설계한다. 제시하는 방법은 실시간으로 수집된 전방의 실시간 영상 정보를 객체 탐지 알고리즘을 통해 위험요소 및 안전한 주행을 보조하는 객체를 감지하고 증강현실을 적용해 사용자에게 적절한 운전 보조장치 및 기능을 제공한다.

• 정보교육학회논문지
• /
• 제17권4호
• /
• pp.421-432
• /
• 2013

본 연구의 목적은 로봇과 증강현실 기술을 통합하여, 유아 극놀이 활동을 지원하는 콘텐츠와 교수 학습 모형을 개발하는 것이다. 극놀이 활동 지원을 위해서 로봇은 다양한 표정 변화와 액션을 보이면서 나레이터와 음향담당 역할을 수행하도록 하였으며, 카메라 기능을 이용하여 마커와 유아의 움직임을 인식하여 동시다발적인 상호작용을 지원하고, 극놀이 활동을 영상매체로 촬영하여 추후 활동을 위해 이용하도록 하였다. 또한 프로젝터 기능을 이용하여 영상 객체와 직접 상호작용하도록 하였다. 한편, 증강현실 기술은 다양한 캐릭터 변신과 소품 제공 뿐아니라 다양한 무대 배경과 전경의 효과도 가능하도록 하였다. 또한 실물형 인터페이스를 통하여 증강된 콘텐츠와 유아들 간의 상호작용이 자연스럽게 이루어지도록 하였고, 배우와 관객의 상호작용 기회도 제공하였으며, 유아가 학습 상황을 조작하거나 선택하여 그 결과를 경험하는 경험 중심 학습 환경을 구현하여 감각적 몰입을 유도하였다. 이와 더불어서 콘텐츠를 활용한 극놀이 활동을 지원할 수 있는 교수 학습 모형은 '교사의 사전 준비', '극놀이 이야기 소개와 이해', '극놀이 활동 계획과 진행' 그리고 '극놀이 활동 평가와 정리' 등과 같은 4가지 단계로 구분하고, 각 단계별로 결정하고 진행해야 할 세부 활동들을 제안하였다.

• 한국BIM학회 논문집
• /
• 제13권2호
• /
• pp.29-36
• /
• 2023

This study explores the potential of utilizing video-based data analysis and machine learning techniques to estimate the number of occupants within a building. The research methodology involves developing a sophisticated counting system capable of detecting and tracking individuals' entry and exit patterns. The proposed method demonstrates promising results in various scenarios; however, it also identifies the need for improvements in camera performance and external environmental conditions, such as lighting. The study emphasizes the significance of incorporating machine learning in architectural and urban planning applications, offering valuable insights for the field. In conclusion, the research calls for further investigation to address the limitations and enhance the system's accuracy, ultimately contributing to the development of a more robust and reliable solution for building occupancy estimation.

• 한국IT서비스학회지
• /
• 제18권5호
• /
• pp.85-97
• /
• 2019

In this study, we developed the Field-Experiential Learning Framework Using the Location Based Mobil-learning System (LBMS) and it is mobile Augmented Reality (AR) for smart learning system which is advanced e-learning. AR is technology that seamlessly overlays computer graphics on the real world. LBMS-AR has become widely available because of mobile AR. Mobile AR is possible to get information from real world anytime, anywhere. Nowadays, there are various areas using AR such as entertainment, marketing, location-based AR. We analysed the result of survey and implemented the functions. Also, for survey about application's effectiveness, we have focus group interview (FGI). Then we demonstrated and explained the application to them. The result of survey about application's effectiveness shows that application have higher utilization in education area. One of the most promising areas is education. AR in education shows lifelike images to users for realism. It's a good way for improving concentration and attention. We utilize only a beacone for image-based AR without other sensor.

• International Journal of Contents
• /
• 제12권4호
• /
• pp.31-44
• /
• 2016

Knowledge creation and management are regarded as critical success factors for an organization's survival in the knowledge era. As a process of knowledge acquisition and sharing, organizational learning mechanisms (OLMs) guide the learning function of organizations represented by its different learning activities. We examined a variety of learning processes that constitute OLMs. In this study, we aimed to capture the process and framework of OLMs and knowledge sharing and acquisition. Factors facilitating OLMs were investigated at three levels: individual, group, and organizational. The concept of an OLM has received some attention in the field of organizational learning, however, the relationship among the factors generating OLMs has not been empirically tested. As part of the ongoing discussion, we attempted a systemic approach for OLMs. OLMs can be represented by factors that are inherent to the organization's system; therefore, prior to empirically testing the OLM generating factor(s), evaluation of its organizational integration is required to determine effective treatment of each factor. Thus, we developed a framework to manage knowledge and proposed a method to numerically evaluate factors influencing the OLMs. Specifically, composite importance (CI) of the Decision-Making Trial and Evaluation Laboratory (DEMATEL) method was applied to explore the interaction effect of these factors based on systemic approach. The augmented matrix thus generated is expected to serve as a stochastic matrix of an absorbing Markov chain.

• KEPCO Journal on Electric Power and Energy
• /
• 제7권2호
• /
• pp.323-328
• /
• 2021

Diagnostic models are required. Data augmentation is one of the best ways to improve deep learning performance. Traditional augmentation techniques that modify image brightness or spatial information are difficult to achieve great results. To overcome this, a generative adversarial network (GAN) technology that generates virtual data to increase deep learning performance has emerged. GAN can create realistic-looking fake images by competitive learning two networks, a generator that creates fakes and a discriminator that determines whether images are real or fake made by the generator. GAN is being used in computer vision, IT solutions, and medical imaging fields. It is essential to secure additional learning data to advance deep learning-based fault diagnosis solutions in the power industry where facilities are strictly maintained more than other industries. In this paper, we propose a method for generating power facility images using GAN and a strategy for improving performance when only used a small amount of data. Finally, we analyze the performance of the augmented image to see if it could be utilized for the deep learning-based diagnosis system or not.

• 디지털콘텐츠학회 논문지
• /
• 제18권5호
• /
• pp.831-837
• /
• 2017

스마트폰의 대중화로 인해 개인 맞춤형 서비스에 대한 관심이 증대되고 이는 시대 변화에 맞춰 박물관 등 여러 관람시설에 이를 만족시키기 위해 많은 시스템들의 변화가 일어나고 있다. 박물관은 관람이라는 요소를 가지고 있으며, 역사교육이라는 목적이 담겨져 있으며, 재미와 교육을 병행해야 하는 기관으로서의 역할이 있다. 이런 목적을 달성하기 위해서는 문화재에 대한 충분한 흥미를 유발해야 하며, 그와 동시에 문화재에 대한 다양한 콘텐츠의 제공이 필수적이다. 따라서 본 연구에서는 효율적인 문화재 관람 서비스를 제공하기 위해 교육과 함께 평가를 병행할 수 있는 효율적인 방안에 대하여 Unity3D 엔진과 Vuforia라는 증강현실 개발용 SDK를 사용하여 연구하였다.

• 한국문헌정보학회지
• /
• 제49권2호
• /
• pp.215-233
• /
• 2015

Despite the continuous efforts of academic libraries to develop various user-centered outreach programs, services and new processes, library anxiety still remains a threat to university students' full use of academic library resources. Meanwhile, a new generation of students, called the "Net Generation," has grown up with developed information and communication technology enter university and must be persuaded to turn to the library. To serve this new group of patrons better, libraries need to adopt new technologies. However, since an initial introduction cost and labor efforts are involved in the integration of the technology, identifying the right time for introduction and the right scope of innovation is essential but difficult. The study proposes a not-yet-well-known, novel experimental design, Regression Point Displacement (RPD), to evaluate an orientation program applying Mobile Augmented Reality (MAR) for STEM students. Since this RPD design requires only one treatment group, the model is expected to be the incomparable and rational way to evaluate the new MAR technology. In the context of an informal learning experience, the findings of the study will determine the effectiveness of an orientation employing the MAR technology.

• 대한건축학회논문집:계획계
• /
• 제34권8호
• /
• pp.87-94
• /
• 2018

Hwaseong Fortress was designated as a World Heritage Site by UNESCO in 1997 in recognition of its architectural, cultural, and historical significance. In order to provide a compelling and active experience to the visitors of Hwaseong Fortress more effectively and intuitively, an augmented reality (AR) mobile application is developed. The main objective of this paper is to describe the implementation of AR technology in the developed application; and most importantly, how the application is designed for the visitors to actively and intuitively experience the various architectural and historical contents of Hwaseong. The tour routes and their point of interests were selected carefully after deliberation of their contents. To maximize the user interaction with the application and the architectural contents of Hwaseong, not only the conventional AR technology (marker method), but also the markerless AR method is adopted in the developed application. It is expected that visitors of Hwaseong Fortress enjoy the tour, while learning the architectural, historical, and cultural contents through the active and intuitive interaction with the developed AR mobile application.