• Title/Summary/Keyword: 가상 훈련 데이터

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A Study On Malicious Mail Training Model (악성메일 훈련 모델에 관한 연구)

  • Kang, Young-Mook;Lee, Sang-Jin
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.30 no.2
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    • pp.197-212
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    • 2020
  • With the advent of virtual currency and electronic wallets creating a way to make financial gains based on anonymity, malicious code dissemination using malicious mail has continued to increase. In order to minimize the damage, the human factors, security awareness and the ability to respond, which are technical factors, should be improved evenly, which can be improved through malicious mail training. This study presented a model considering the performance of malicious mail training, such as practice. It was classified as a training for enhancing awareness of security for employees and detection and response to improve their ability to respond to malicious mail. A training system suitable for the purpose, the core functions of malware training, implementation and camouflage skills, and bypass techniques were described. Based on the above model, the training data conducted over three years were collected and the effectiveness of the training was studied through analysis of the results according to the number of training sessions, training themes and camouflage techniques.

Automatic Adaptation Based Metaverse Virtual Human Interaction (자동 적응 기반 메타버스 가상 휴먼 상호작용 기법)

  • Chung, Jin-Ho;Jo, Dongsik
    • KIPS Transactions on Software and Data Engineering
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    • v.11 no.2
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    • pp.101-106
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    • 2022
  • Recently, virtual human has been widely used in various fields such as education, training, information guide. In addition, it is expected to be applied to services that interact with remote users in metaverse. In this paper, we propose a novel method to make a virtual human' interaction to perceive the user's surroundings. We use the editing authoring tool to apply user's interaction for providing the virtual human's response. The virtual human can recognize users' situations based on fuzzy, present optimal response to users. With our interaction method by context awareness to address our paper, the virtual human can provide interaction suitable for the surrounding environment based on automatic adaptation.

Machine Learning Based Hand Motion Generation Using a Haptic Controller (햅틱 컨트롤러를 이용한 머신러닝 기반 손동작 생성)

  • Jongin Choi
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.553-554
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    • 2023
  • 본 연구에서는 손가락의 움직임을 입력받는 햅틱 컨트롤러를 이용하여 물체를 잡거나 놓는 손의 포즈를 생성하여 가상의 물체를 제어할 수 있는 방법을 제안한다. 다섯 개의 손가락을 움직일 수 있는 경우의 수는 무수히 많아서 이를 위한 모든 모션을 캡쳐하는 것은 매우 힘든 작업이고, 캡쳐한 모든 모션을 수동으로 연결시키는 것도 어려운 일이다. 제안 방법은 햅틱 컨트롤러에서 입력된 다섯 개의 신호를 인공 신경망을 사용하여 손가락의 포즈로 변경해 준다. 이를 위해 입력 신호와 매칭되는 손의 포즈를 이용하여 인공 신경망을 훈련시킨 후, 그 결과를 이용하여 사용자의 입력에 대응하는 손의 포즈를 생성한다. 결과 포즈의 사실성을 높이기 위해 모션 캡쳐 장비로부터 훈련용 데이터를 생성하였다. 본 논문의 방법은 햅틱 컨트롤러에서 동일한 입력을 받더라도 물체의 모양에 대응하는 손의 모션을 생성하는 결과를 보여준다.

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Development and Assessment of Multi-sensory Effector System to Improve the Realistic of Virtual Underwater Simulation (가상 해저 시뮬레이션의 현실감 향상을 위한 다감각 효과 재현 시스템 개발 및 평가)

  • Kim, Cheol-Min;Youn, Jae-Hong;Kang, Im-Chul;Kim, Byung-Ki
    • Journal of Korea Multimedia Society
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    • v.17 no.1
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    • pp.104-112
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    • 2014
  • With recent development of virtual reality technology, coupled with the growth of the marine industry, virtual underwater simulation systems are under development in various studies, for educational purposes and to simulate virtual reality experiences. Current literature indicates many underwater simulation systems to date have focused on the quality of visual stimulus delivered through three-dimensional graphics user interface, limiting the reality of the experience. In order to improve the quality of the reality delivered by such virtual simulations, it is crucial to develop multi-sensory technology rather than focus on the conventional audio-visual interaction, which limits experiencer from the sense of underwater immersion and existence within the simulation. This work proposes the immersive multi-sensory effector system, delivering the users with a more realistic underwater experience. The sense of reality perceived was evaluated, as the main factor of the virtual reality system.

Design of Acupuncture Controller and Dummy for Acupuncture Training System based MR (MR 기반 침술 훈련 시스템을 위한 침술 컨트롤러 및 인체모형 설계)

  • Ryu, Chang Ju;Lee, Sang Duck;Han, Seung Jo
    • Smart Media Journal
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    • v.9 no.2
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    • pp.86-91
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    • 2020
  • The current trend of the education market is the development of the fourth industrial revolution and the development of ICT, and various technologies are developing into edu-tech technology that is integrated into the education system. In particular, the market for edu-tech systems capable of lifelike immersive learning effects in virtual space is expanding. However, education in Korean medicine is not objective because of the absence of educational simulators and systems to train and evaluate acupuncture. In this paper, we propose an acupuncture controller and a human body model to increase the effectiveness of acupuncture point training as a follow-up study of "Design of Acupuncture Contents and Dummy for Acupuncture Point Training System". Through the proposed acupuncture controller and Dummy, the accuracy of acupuncture points for the acupuncture point data matching and content motion recognition rate is presented. In addition, the results of temperature and humidity and temperature change tests for evaluating the environmental reliability of the controller are presented.

A Study on the Establishment of Edutech-based Vocational Education and Training Model (에듀테크 기반 평생직업능력개발 선도사업 모델 수립방안 연구)

  • Rim, Kyung-hwa;Shin, Jung-min;Kim, Ju-ri
    • Journal of Practical Engineering Education
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    • v.14 no.2
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    • pp.425-437
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    • 2022
  • In this study, the role and function of Edutech, as well as the application and expectations in the field of future vocational competency development, were gathered to define Edutech as a comprehensive working definition. Based on this redefinition of Edutech, this study analyzes Edutech technology trends and examines the level of actual technology applied to education and vocational training based on written interviews with experts, and finds out significant implications from the point of view of vocational training. Finally we propose an Edutech-based Vocational Education and Training Model.

Dental Surgery Simulation Using Haptic Feedback Device (햅틱 피드백 장치를 이용한 치과 수술 시뮬레이션)

  • Yoon Sang Yeun;Sung Su Kyung;Shin Byeong Seok
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.6
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    • pp.275-284
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    • 2023
  • Virtual reality simulations are used for education and training in various fields, and are especially widely used in the medical field recently. The education/training simulator consists of tactile/force feedback generation and image/sound output hardware that provides a sense similar to a doctor's treatment of a real patient using real surgical tools, and software that produces realistic images and tactile feedback. Existing simulators are complicated and expensive because they have to use various types of hardware to simulate various surgical instruments used during surgery. In this paper, we propose a dental surgical simulation system using a force feedback device and a morphable haptic controller. Haptic hardware determines whether the surgical tool collides with the surgical site and provides a sense of resistance and vibration. In particular, haptic controllers that can be deformed, such as length changes and bending, can express various senses felt depending on the shape of various surgical tools. When the user manipulates the haptic feedback device, events such as movement of the haptic feedback device or button clicks are delivered to the simulation system, resulting in interaction between dental surgical tools and oral internal models, and thus haptic feedback is delivered to the haptic feedback device. Using these basic techniques, we provide a realistic training experience of impacted wisdom tooth extraction surgery, a representative dental surgery technique, in a virtual environment represented by sophisticated three-dimensional models.

Study of expression in virtual character of facial smile by emotion recognition (감성인식에 따른 가상 캐릭터의 미소 표정변화에 관한 연구)

  • Lee, Dong-Yeop
    • Cartoon and Animation Studies
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    • s.33
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    • pp.383-402
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    • 2013
  • In this study, we apply the facial Facial Action Coding System for coding the muscular system anatomical approach facial expressions to be displayed in response to a change in sensitivity. To verify by applying the virtual character the Duchenne smile to the original. I extracted the Duchenne smile by inducing experiment of emotion (man 2, woman 2) and the movie theater department students trained for the experiment. Based on the expression that has been extracted, I collect the data of the facial muscles. Calculates the frequency of expression of the face and other parts of the body muscles around the mouth and lips, to be applied to the virtual character of the data. Orbicularis muscle to contract end of lips due to shrinkage of the Zygomatic Major is a upward movement, cheek goes up, the movement of the muscles, facial expressions appear the outer eyelid under the eye goes up with a look of smile. Muscle movement of large muscle and surrounding Zygomatic Major is observed together (AU9) muscles around the nose and (AU25, AU26, AU27) muscles around the mouth associated with openness. Duchen smile occurred in the form of Orbicularis Oculi and Zygomatic Major moves at the same time. Based on this, by separating the orbicularis muscle that is displayed in the form of laughter and sympathy to emotional feelings and viable large muscle by the will of the person, by applying to the character of the virtual, and expression of human I try to examine expression of the virtual character's ability to distinguish.

Utilization and Prospect of Big Data Analysis of Sports Contents (스포츠콘텐츠의 빅데이터 분석 활용과 전망)

  • Kang, Seungae
    • Convergence Security Journal
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    • v.19 no.1
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    • pp.121-126
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    • 2019
  • The big data utilization category in the sports field was mainly focused on the big data analysis to improve the competence of the athlete and the performance. Since then, 'big data technology' which collect and analyze more detailed and diverse data through the application of ICT technology such as IoT and AI has been applied. The use of big data of sports contents in future has value and possibility in the smart environment, but it is necessary to overcome the shortage and limitation of platform to manage and share sports contents. In order to solve such problems, it is important to change the perception of the companies or providers that provide sports contents and cultivate and secure professional personnel capable of providing sports contents. Also, it is necessary to implement policies to systematically manage and utilize big data poured from sports contents.

Automatic Arm Region Segmentation and Background Image Composition (자동 팔 영역 분할과 배경 이미지 합성)

  • Kim, Dong Hyun;Park, Se Hun;Seo, Yeong Geon
    • Journal of Digital Contents Society
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    • v.18 no.8
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    • pp.1509-1516
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    • 2017
  • In first-person perspective training system, the users needs realistic experience. For providing this experience, the system should offer the users virtual and real images at the same time. We propose an automatic a persons's arm segmentation and image composition method. It consists of arm segmentation part and image composition part. Arm segmentation uses an arbitrary image as input and outputs arm segment or alpha matte. It enables end-to-end learning because we make use of FCN in this part. Image composition part conducts image combination between the result of arm segmentation and other image like road, building, etc. To train the network in arm segmentation, we used arm images through dividing the videos that we took ourselves for the training data.