• Title/Summary/Keyword: Reality Convergence

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Progression-Preserving Dimension Reduction for High-Dimensional Sensor Data Visualization

  • Yoon, Hyunjin;Shahabi, Cyrus;Winstein, Carolee J.;Jang, Jong-Hyun
    • ETRI Journal
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    • v.35 no.5
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    • pp.911-914
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    • 2013
  • This letter presents Progression-Preserving Projection, a dimension reduction technique that finds a linear projection that maps a high-dimensional sensor dataset into a two- or three-dimensional subspace with a particularly useful property for visual exploration. As a demonstration of its effectiveness as a visual exploration and diagnostic means, we empirically evaluate the proposed technique over a dataset acquired from our own virtual-reality-enhanced ball-intercepting training system designed to promote the upper extremity movement skills of individuals recovering from stroke-related hemiparesis.

Prototype of Emotion Recognition System for Treatment of Autistic Spectrum Disorder (자폐증 치료를 위한 감성인지 시스템 프로토타입)

  • Chung, Seong Youb
    • Journal of Institute of Convergence Technology
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    • v.1 no.2
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    • pp.1-5
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    • 2011
  • It is known that as many as 15-20 in 10,000 children are diagnosed with autistic spectrum disorder. A framework of the treatment system for children with autism using affective computing technologies was proposed by Chung and Yoon. In this paper, a prototype for the framework is proposed. It consists of emotion stimulating module, multi-modal bio-signal sensing module, treatment module using virtual reality, and emotion recognition module. Primitive experiments on emotion recognition show the usefulness of the proposed system.

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Construction of HMD-based Interactive Realistic Media Algorithm Using L-System (L-System을 이용한 HMD기반 인터렉티브 실감형 미디어 알고리즘 구축)

  • Lim, Sang Guk
    • Journal of Korea Multimedia Society
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    • v.23 no.1
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    • pp.58-66
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    • 2020
  • 5G-based HMD technology grew rapidly in the context of the environment change of convergence technology media and mobile networks in the fourth industrial era. It has also grown into a core technology that transforms our digital visual system. However, there is no research or system that can understand and verify radical visual system changes. Therefore, it is necessary to have an engineering understanding and verification of the diffusion of HMD media imaging devices. Beyond the distinction between virtual and real, research is urgently needed on the new three-dimensional interface of the 21st century through viewer participation. For this reason, research on the algorithm structure of interactive video media using L-System is an essential process and will be a guide to understanding the virtual reality interactive environment.

4th Industrial Revolution for Prevention of Safety Accident at Construction Site Based on IT Convergence Technology Virtual reality simulation development (건설현장 안전사고 예방을 위한 4차산업혁명 IT융합기술기반 가상현실 시뮬레이션 개발)

  • Kim, Dae-Geon;Park, Tae-Hyeon;Park, Ju-Yeong;Park, Su-jin;Lee, Dong-Oun
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2018.05a
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    • pp.173-174
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    • 2018
  • Recently, a growing number of accidents have taken place at construction sites, causing serious casualties. To prevent accidents or minimize damage, it is necessary to develop the safety precautions education is essential. However, the effects of safety education do not have as much effect as the importance of safety education. so As a new direction, we are looking forward to effective education by simulating realistic environments using VR. The safety training method used to experience and learn dynamic situations in a limited room wearing HMD is combined with VR. It will be the start of the construction industry going forward.

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A Study on the Change of Education System with the Development of Digital Content Industry

  • Kim, Jisoo
    • International journal of advanced smart convergence
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    • v.8 no.3
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    • pp.145-150
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    • 2019
  • Due to the development of science and technology and the emergence of new industries, the environmental change of the digital contents industry is rapidly progressing. The scope of technological development in the digital contents industry is affecting not only the entertainment industry but also various industries. Recently, with the development of digital convergence using realistic content, games, video, and VR have provided new opportunities for the growth of the content industry. The researcher determined that a new education system would need to be changed as the digital contents industry developed. For this purpose, an AHP questionnaire was conducted for experts with a high basic understanding of the education platform based on previous studies. We proposed a platform model for human resource development as an education system that meets the demand of digital contents industry. The education system for nurturing talents needed by future society should include elements that can interest the learning of users. The platform should not be approached from a system point of view, but should be developed from the content and user's point of view, considering the platform's original purpose.

A Review of 3D Object Tracking Methods Using Deep Learning (딥러닝 기술을 이용한 3차원 객체 추적 기술 리뷰)

  • Park, Hanhoon
    • Journal of the Institute of Convergence Signal Processing
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    • v.22 no.1
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    • pp.30-37
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    • 2021
  • Accurate 3D object tracking with camera images is a key enabling technology for augmented reality applications. Motivated by the impressive success of convolutional neural networks (CNNs) in computer vision tasks such as image classification, object detection, image segmentation, recent studies for 3D object tracking have focused on leveraging deep learning. In this paper, we review deep learning approaches for 3D object tracking. We describe key methods in this field and discuss potential future research directions.

A Study on the Development of an Electronic Component Assembly Training System Using Leap Motion (Leap Motion을 이용한 전자부품 조립 훈련 시스템 개발에 관한 연구)

  • In-Chul Lee
    • Journal of the Korean Society of Industry Convergence
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    • v.26 no.3
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    • pp.463-470
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    • 2023
  • In this study, an electronic parts assembly training system using Leap Motion was developed in consideration of the processes actually operated in the assembly process of electronic products. Based on Leap Motion and Oculus VR equipment, the system was developed to transfer user's hand movement data in real time and convert it into hand movement in virtual space so that electronic parts assembly simulation can be performed step by step. Through this, it was confirmed that the user can obtain an experience similar to the actual electronic parts assembly work, prevent errors that may occur during the assembly process, and improve proficiency. It is expected that this thesis will provide directions for the quality improvement and development of various education and training programs for virtual reality-based manufacturing processes.

Virtual Reality Framework for Realistic Underwater Environment Perception of Immersive Agents (몰입형 에이전트의 사실적인 수중환경 인지를 위한 가상현실 프레임워크)

  • Seong-Hoon Hong;Jong-Hyun Kim
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2024.01a
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    • pp.391-393
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    • 2024
  • 본 논문에서는 수중에 존재하는 몰입형 에이전트의 움직임을 사실적으로 표현하고 수중 오브젝트들과의 상호작용에서 나타나는 외력을 시각적으로 표현할 수 있는 프레임워크를 제안한다. Unity3D와 HTC Vive를 이용해 사용자의 움직임을 추적하고 수중 물리적 요소인 부력, 저항력, 매그너스 효과를 몰입형 에이전트에 적용시켜 사용자로 하여금 수중에 작용하는 외력을 사실적으로 인지할 수 있게 한다.

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3D Navigation Real Time RSSI-based Indoor Tracking Application

  • Lee, Boon-Giin;Lee, Young-Sook;Chung, Wan-Young
    • Journal of Ubiquitous Convergence Technology
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    • v.2 no.2
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    • pp.67-77
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    • 2008
  • Representation of various types of information in an interactive virtual reality environment on mobile devices had been an attractive and valuable research in this new era. Our main focus is presenting spatial indoor location sensing information in 3D perception in mind to replace the traditional 2D floor map using handheld PDA. Designation of 3D virtual reality by Virtual Reality Modeling Language (VRML) demonstrates its powerful ability in providing lots of useful positioning information for PDA user in real-time situation. Furthermore, by interpolating portal culling algorithm would reduce the 3D graphics rendering time on low power processing PDA significantly. By fully utilizing the CC2420 chipbased sensor nodes, wireless sensor network was established to locate user position based on Received Signal Strength Indication (RSSI) signals. Implementation of RSSI-based indoor tracking method is low-cost solution. However, due to signal diffraction, shadowing and multipath fading, high accuracy of sensing information is unable to obtain even though with sophisticated indoor estimation methods. Therefore, low complexity and flexible accuracy refinement algorithm was proposed to obtain high precision indoor sensing information. User indoor position is updated synchronously in virtual reality to real physical world. Moreover, assignment of magnetic compass could provide dynamic orientation information of user current viewpoint in real-time.

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A Study on the Development of Multi-sensory Virtual Reality System based on Realistic Media (실감미디어 기반의 다감각 가상 체감시스템 개발에 관한 연구)

  • Lee, Hyun-Cheol;Park, Ki-Chang;Kim, Eun-Seok;Hur, Gi-Taek
    • Journal of Korea Multimedia Society
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    • v.20 no.9
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    • pp.1574-1583
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    • 2017
  • This paper proposes how to develop a multi-sensory virtual reality system based on realistic media that can improve the sense of immersion and reality experienced by the user. We suggest four types of multi-sensory virtual reality system; a realistic media experience system which provides sensory experiences to user by interlocking the media file with the sensory informations and reproducing the sensory information suitable for the scene, a real image-based panorama experience system which maximizes the sense of reality, an experience ball system in which users engage themselves into the system environment to lead the story and immersion of the content through interaction with the system, and a cultural heritage experience system based on hand movement recognition. The suggested systems can be applied in a various area such as education, advertisement, culture and arts, performance, exhibition, sports, game, 4D Experience Center, and so on. We supposed that it can contribute to create a variety of sensible contents services in the realistic media industry through the convergence of media, contents, and devices.