• Title/Summary/Keyword: 3D 기술

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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.

Evaluation of Nuclear Medicine Applications of 3D Printing Phantom - Gamma Camera Centrically (3D 프린팅 팬텀의 핵의학분야 적용 평가 - 감마카메라 중심으로)

  • Park, Hoon-Hee;Lee, Juyoung;Kim, Ji-Hyeon
    • The Korean Journal of Nuclear Medicine Technology
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    • v.21 no.2
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    • pp.65-73
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    • 2017
  • Purpose 3D 프린팅 기술은 3D 스캔이나 모델링을 통하여 적측가공 방식으로 제작하는 기공기술로서 금형 없이 직접 생산이 가능하고 빠른 시간 내에 제작이 가능하여 최근 다양한 산업분야에서 본격적으로 적용되고 있다. 3D 프린팅 기술은 의료분야에 있어, 영상의학 및 방사선 치료분야에서 다양하게 활용되고 있지만 핵의학 분야에서는 관련 연구가 미비한 실정이다. 그러므로 본 연구는 기존에 적용되고 있는 핵의학분야 팬텀과 3D 프린팅 기술로 제작된 텀의 특성을 비교하고 적용 가능성을 평가하는데 목적을 두었다. Materials and Methods 방사선 투과도 변화측정 국제기준 팬텀인 알루미늄(Aluminum) 계단 쐐기(step wedge)를 기준($140mm{\times}62mm{\times}35mm$)으로 PMMA(Poly Methyl Meta Acrylate)와 ABS(Acrylonitrile Butadiene Styrene)재질로 각각 동일한 크기의 팬텀을 제작하였다. PMMA 팬텀은 핵의학 분야에서 주로 적용되는 팬텀의 성분과 동일한 소재로 제작하였고, ABS 팬텀 제작은 3D 프린팅 기술의 액체 기반형의 SLA(Stereo Lithography Apparatus)기법을 사용하여 제작하였다. 본 연구는 SPECT/CT장비 BrightView XCT(Philips Health Care, Cleveland, USA)를 이용하였다. 영상 획득은 Rectangular Flood phantom(Biodex, New York, USA) $^{99m}TcO_4$ 3, 6 mCi와 $^{57}Co$ lood phantom(adqual, New Hampshire, USA) $^{57}Co$ 20 mCi를 이용하여 Aluminum, PMMA, ABS 팬텀에 대해 60 min 리스트모드(List mode)로 획득하였다. 획득한 영상의 분석을 위해 관심영역(ROI)을 설정하여 각 팬텀의 단계별로 평가하였다. Results 방사선원의 종류 및 방사선량에 따라 ABS 팬텀의 계수치는 PMMA 팬텀의 계수치와 유사한 값을 나타내며, 두께의 증가에 따라 선형적으로 감소하였다. Aluminum, PMMA, ABS 팬텀의 선감약계수를 비교했을 때, Aluminum 팬텀의 선감약계수는 나머지 두 팬텀보다 수치가 높았고, PMMA, ABS 팬텀에서는 근사치의 선감약계수가 나타났다. Conclusion 3D 프린팅 기술로 제작된 ABS 팬텀을 기준으로 PMMA 팬텀은 두께가 증가함에 따른 계수치의 변화가 유사하게 선형적으로 감소하였고, 선감약계수도 근사치로 나타내었다. ABS 팬텀의 핵의학적 적용 가능성을 확인할 수 있었으며, 추후 연구를 통해 세부적인 교정치(correction value)를 적용한다면 활발한 적용이 가능하리라 사료된다.

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Overview and Performance analysis of the HEVC based 3D Video Coding (HEVC 기반 3차원 비디오 부호화 기법 성능 분석)

  • Park, Daemin;Choi, Haechul
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2013.11a
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    • pp.186-189
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    • 2013
  • 최근 다양한 3D 콘텐츠들에 대한 사용자의 요구에 따라 HD(High Definition)화질 및 이를 넘어서는 고해상도(FHD(full high definition), UHD(ultra high definition))의 고품질 3D 방송 서비스에 대한 연구가 진행되고 있으며, 차세대 영상 기술로 주목되고 있는 3차원 비디오 기술은 사용자에게 실감 있는 영상을 제공할 수 있다, 하지만 많은 시점을 전부 촬영하는 것은 한계가 있으므로, 카메라의 깊이 정보를 이용하여, 전송하는 시점을 줄이고, 시점영상을 합성함으로써 사용하는 카메라의 수보다 더 많은 시점을 생성하는 방법이 필요하다. 현재 국제 표준화 기구인 MPEG(Moving Picture Experts Group)의 3차원 비디오 부호화(3D Video Coding, 3DVC)에서는 깊이영상을 가지는 3차원 비디오영상에 대한 효과적인 부호화 기술들에 대해 표준화가 진행되고 있다. 이에 본 논문은 HEVC 기반의 3D-HEVC에서 사용하는 표준 기술들에 대하여 소개하고, 현재 사용되고 있는 기술들에 대한 성능 평가를 분석 하였다.

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3D printing-based Fabrication of Orthotic Devices Using 3D Computer-Aided Design and Rapid Prototyping (3차원 그래픽 설계와 3D 프린팅에 의한 보조기 쾌속조형 제작 방법 연구)

  • Choi, B.G.;Heo, S.Y.;Son, K.T.;Lee, S.Y.;Na, D.Y.;Rhee, K.M.
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.9 no.2
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    • pp.145-151
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    • 2015
  • In this paper, we proposed the fabrication methodology of orthotic device using 3D Computer-Aided Design programme and 3D printing technology based on images acquired from 3D scanner. We set the process and methodology of its fabrication method and confirmed whether it is available for clinical by fabricating four kinds of orthotic device for a patient with cerebral palsy. 3D printing technology method was indicated quantitatively and qualitatively about duration, tensile strength stronger comparing with conventional method, and we could propose that the 3D printing technology for the orthosis could be the proper method to mediate and compensate with reported problems related to orthosis.

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The Development of 3-D System for Visualizing Information on Geotechnical Site Investigation (지반조사 정보의 3차원 가시화 시스템 개발)

  • 홍성완;배규진;서용석;김창용;김광염
    • The Journal of Engineering Geology
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    • v.12 no.2
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    • pp.179-188
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    • 2002
  • With improving computer penormance and advancing simulation techniques, a growing number of softwares are being developed for visualization of investigation results in geotechnical problems. It is a very important subject for geological site investigation to understand or predict if there would be any hazardous geological conclition that might cause any increase of construction costs or an extension of construction period. A 3-D (three-climensional) visualization technique may be one of the powerful tools to overcome an uncertainty problem of geologica] site investigatior. The paper describes an overview of a newly developed geotechnical 3-D interpretation system for the purpose of applying the 3-D visualization technique, GIS (geographic information system) and D/B (database) to tunnel design and construction. VR (virtual reality) and 3-D visualization techniques are applied in order to develope the 3-D model of characteristics and structures of rock mass. D/B system for all the materials related to site investigation and tunnel construction is developed using GIS technique. This system is very useful for civil engineers to make a plan of tunnel construction at the design stage and also during construction with the advantage of improving the economy and safety of tunnels.

Development of a Three Dimensional Control System for Implementing Rapid Prototyping Technology (쾌속조형기술의 구현을 위한 3차원 제어시스템 개발)

  • Cho, Sung-Mok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.8 no.4
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    • pp.775-780
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    • 2007
  • Rapid Prototyping (RP) is a technology that produces prototype parts from 3D computer aided design model data without intermediate processing technology rapidly. CAD model data are created from 3D object digitizing systems but presented just as 2D data when they are printed as a hard copy or displayed on a monitor. However, Rapid Prototyping Technology fabricates 3D objects the same that CAD data because it transforms designed 3D CAD data into 2D cross sectional data, and manufactures layer by layer deposition sequentially. But most of all the small and medium scale companies which produce a toothbrush, a toy and such like provisions are in difficult situations to buy RP system because it is very expensive. In this paper, we propose a 3D control system adopting open source programs for implementing Rapid Prototyping Technology in order that RP system can be purchase at a moderate price.

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Three Dimensional Printing Technique and Its Application to Bone Tumor Surgery (3차원 프린팅 기술과 이를 활용한 골종양 수술)

  • Kang, Hyun Guy;Park, Jong Woong;Park, Dae Woo
    • Journal of the Korean Orthopaedic Association
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    • v.53 no.6
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    • pp.466-477
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    • 2018
  • Orthopaedics is an area where 3-dimensional (3D) printing technology is most likely to be utilized because it has been used to treat a range of diseases of the whole body. For arthritis, spinal diseases, trauma, deformities, and tumors, 3D printing can be used in the form of anatomical models, surgical guides, metal implants, bio-ceramic body reconstruction, and orthosis. In particular, in orthopaedic oncology, patients have a wide variety of tumor locations, but limited options for the limb salvage surgery have resulted in many complications. Currently, 3D printing personalized implants can be fabricated easily in a short time, and it is anticipated that all bone tumors in various surgical sites will be reconstructed properly. An improvement of 3D printing technology in the healthcare field requires close cooperation with many professionals in the design, printing, and validation processes. The government, which has determined that it can promote the development of 3D printing-related industries in other fields by leading the use of 3D printing in the medical field, is also actively supporting with an emphasis on promotion rather than regulation. In this review, the experience of using 3D printing technology for bone tumor surgery was shared, expecting orthopaedic surgeons to lead 3D printing in the medical field.

Last Design for Men's Shoes using 3D Foot Scanner and 3D Printer (3D 발 스캐너와 3D 프린터를 이용한 남성화 라스트 설계)

  • Oh, Seol-Young;Suh, Dong-Ae;Kim, Hyung-Gyu
    • The Journal of the Korea Contents Association
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    • v.16 no.2
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    • pp.186-199
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    • 2016
  • The shoe last which is the framework for the shoemaking is intensively combined with the 3D data and technologies. International shoe companies have already commercialized 3D printing technology in producing the shoe, but domestic shoe companies are still in their early stages. This study used the 3D scanning, 3D modeling and 3D printing of the high-technology to make the shoe last. This 3D producing processes should be helpful in building competitiveness in domestic shoe industry. The 3D foot scanning data of men in 30s(n=200) were collected in SizeKorea(2010). The basic statistics, factor and cluster analysis were performed. They were categorized in 3 groups by 3D foot measurement data, and the standard models were selected in each group. The cross sections in XY, YZ and XZ planes sliced from 3D scan data of the standard model were used in the sketches of the 3D shoe last modeling. The 3D shoe last was modeled by Solidworks CAD and printed by MakerBot Replicator2; a desktop 3D printer. This research showed the potential for utilization of 3D printing technology in the domestic shoe industry. The 3D producing process; 3D scanning, 3D modeling and 3D printing is expected to utilized widely in the fashion industry within the nearest future.

A Study on the Analysis of Technique and Artistic Expression Factors in the Process of 3D Animation Production (3D 애니메이션 제작 과정에서 기술 및 예술적 표현요소 분석에 관한 연구)

  • 백승만;조윤아
    • Archives of design research
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    • v.16 no.1
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    • pp.83-92
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    • 2003
  • Recently 3D animation can produce animation dose to real picture owing to rapid technical development of hardware and software and is used as entertainment factors for movie, ads, game and digital pictures. The process of making 3D animation needs the various making techniques and expression factors unlike traditional animation. Production technique and expression factors in making 3D animation are not acted as individual factor, but they can achieve an animation with high perfection when they should be combined. Therefore this study analyzes the technical expression methods based on hardware and software for operation by computer process and the artistic expression factors based on aesthetic, figurative, design and pictorial factors and then seeks a method of making animation with technical perfection.

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Development of AI-Based Body Shape 3D Modeling Technology Applicable in The Healthcare Sector (헬스케어 분야에서 활용 가능한 AI 기반 체형 3D 모델링 기술 개발)

  • Ji-Yong Lee;Chang-Gyun Kim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.3
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    • pp.633-640
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    • 2024
  • This study develops AI-based 3D body shape modeling technology that can be utilized in the healthcare sector, proposing a system that enables monitoring of users' body shape changes and health status. Utilizing data from Size Korea, the study developed a model to generate 3D body shape images from 2D images, and compared various models to select the one with the best performance. Ultimately, by proposing a system process through the developed technology, including personalized health management, exercise recommendations, and dietary suggestions, the study aims to contribute to disease prevention and health promotion.