• 제목/요약/키워드: Analysis of Software Image

검색결과 676건 처리시간 0.027초

독립성분해석과 정규화를 이용한 영상분류 방법 (Image Classification Method using Independent Component Analysis and Normalization)

  • 홍준식;유정웅
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제28권9호
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    • pp.629-633
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    • 2001
  • 본 논문에서는 독립 성분 해석(Independent Component Analysis, ICA) 기법과 정규화를 이용한 영상분류 방법을 제안한다. 이 제안된 방법은 전처리 없이 ICA나 주성분 해석(Principal Component Analysis, PCA)을 이용한 것에 비해 잡음에 대한 강인성을 증가시킨다. 영상에 잡음이 인가된 경우, CPA는 N(0, 0.4), ICA는 N(0.53)까지이 분류가 가능함을 보이는 반면에 비해, 제안된 정규화 전처리는 N(0, 0.75)까지 영상분류가 됨을 실험에서 보이고 있다.

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이미지 분석법을 활용한 형상정보의 비교와 객관적 검증결과의 도출사례: 한국은행 본관 정초석 '이토 히로부미 글씨'의 검증 (Comparison of Outlines by Image Analysis for Derivation of Objective Validation Results: "Ito Hirobumi's Characters on the Foundation Stone" of the Main Building of Bank of Korea)

  • 유우식
    • 보존과학회지
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    • 제36권6호
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    • pp.511-518
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    • 2020
  • 사적 제280호 「서울 한국은행 본관」 정초석의 '정초(定礎)'글자가 조선통감부 초대통감이었던 이토 히로부미(伊藤博文)가 쓴 글씨라는 보도가 있었다. 서체 관련 전문가 3인으로 자문단을 구성하여 현지조사를 진행한 결과, 정초석에 새겨진 '정초(定礎)' 두 글자는 일본 하마마츠시(浜松市) 시립중앙도서관 소장자료상의 이토 히로부미의 필적과 운필법 등의 특징으로 그의 글씨임을 확인하였다고 보도되었다. 느낌에 의한 정성적인 판단 보다 객관적인 판단자료를 제공하려면 이미지분석을 통한 글자의 정량적인 비교를 통한 판단의 근거자료의 제시가 필요하다. 본고에서는 이미지분석 소프트웨어를 활용하여 이토 히로부미의 붓글씨와 정초석의 글자를 겹쳐 육안에 의한 비교와 글자의 면적을 측정하여 비교하였다. 이미지분석 소프트웨어를 활용한 글자 이미지의 비교분석과 소장자가 기술한 소장경위의 조사를 바탕으로 정초석의 글자가 보도자료의 내용대로 그의 글씨임을 확인하였다. 글자간의 유사성의 비교에 있어서 이미지분석법을 활용한 정량화를 통하여 객관적인 판단근거를 마련할 수 있음을 예시하였다.

A Study on Development of LCD monitor-Based Pilots' Ship-Handling Simulator

  • Jeong, Tae-Gweon;Chen, Chao;Lee, Shin-Geol;Lee, Jeong-Jin;Huh, Yong-Bum
    • 한국항해항만학회지
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    • 제36권9호
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    • pp.715-720
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    • 2012
  • This paper is to introduce the development of a LCD monitor-based pilots' ship handling simulator installed in the office of Korea Maritime Pilots Association. This simulator is composed of hardware which includes working server array, operation PC, monitor array, rudder, thruster and telegraph peripheral devices, and software which includes ship mathematical model software, ship conning software, image supporting software and so on. In this simulator, MMG mathematical model is used to create thirteen(13) ship models, which are based on sea trial data & pilots' opinion. According to requirements of pilots, virtual scenes of different port areas are built, and some required additional functions are also developed. By using this simulator, pilots can fulfill all kinds of training exercises, design of channel approaching ports, traffic safety analysis, prevention of accident research and other tasks, so as to grasp the characteristics of different ships, and accumulate experience for piloting.

전두골 결손 마우스 모델의 골형성 자동 분석 (Automatic Analysis of Bone Formation in a Mouse Model of Frontal Bone Defect)

  • 강선경;정성태
    • 한국멀티미디어학회논문지
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    • 제18권9호
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    • pp.997-1007
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    • 2015
  • In this paper, we propose a method for automatically analyzing the bone formation in a mouse model of frontal bone defect. We perforate two holes of 0.8mm diameter in the frontal bone and observe the bone formation process using a micro CT. Because the conventional analysis software of the micro CT does not support automatic analysis of the bone formation status, we have to use a manual analysis method. However the manual analysis is very cumbersome and requires a lot of time, we propose an automatic analysis method. It rotates the image around three axes directions so that the mouse's skull come into regular position. It calculates the cumulative image of the voxel values for the perforated bone surface. It estimates the hole location by finding the darkest point in the cumulative image. The proposed method was applied to 24 CT images of saline administration group and PTH administration group and hole location was estimated. BV/TV index was calculated for the estimated hole to evaluate the bone formation status. Experimental results showed that bone formation process is more active in PTH administration group. The method proposed in this paper could replace successfully the cumbersome and time consuming manual job.

A Study on Character Design Using [Midjourney] Application

  • Chen Xi;Jeanhun Chung
    • International Journal of Advanced Culture Technology
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    • 제11권2호
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    • pp.409-414
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    • 2023
  • In recent years, the emergence of a number of AI image generation software represented by [Midjourney] has brought great impetus to the development of the field of AI-assisted art creation. Compared with the traditional hand-painted digital painting with the aid of electronic equipment, broke the traditional sense of animation character creation logic.This paper analyzes the application of AI technology in the field of animation character design through the practice of two-dimensional animation character . This is having a significant impact on the productivity and innovation of animation design and character modeling. The key results of the analysis indicate that AI technology, particularly through the utilization of "Midjourney,"enables the automation of certain design tasks, provides innovative approaches, and generates visually appealing and realistic characters. In conclusion, the integration of AI technology, specifically the application of "Midjourney," brings a new dimension to animation character design. The utilization of AI image generation software facilitates streamlined workflows, sparks creativity, and improves the overall quality of animated characters. As the animation industry continues to evolve, AI-assisted tools like "Midjourney" hold great potential for further advancement and innovation.

크기 변화에 따른 정지영상 식별자 생성 분석 (Analysis of Image Identifier Generation Methods for Various Size Patterns)

  • 박제호
    • 반도체디스플레이기술학회지
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    • 제9권4호
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    • pp.51-56
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    • 2010
  • As the price of image acquisition component becomes low enough, the compact and easily accessible handheld devices are generally equipped with image acquisition functionality. This trend speeds up various applications in diverse areas such as image related services and software. Therefore users strongly need to identify their images effectively and efficiently so that the duplicated images are perceived as one physical entity. In order to handle this environment, we propose a number of methods that generate image identifiers utilizing fundamental image features. In this paper, we analyze the identifier generation methods in terms of various size patterns, especially for tiny size cases, since the small images does not contain abundant pixels for feature extraction. In this paper, experimental evaluation over identifier generation methods' behavior according to different sizes is demonstrated.

고속 이미지 분석에 의한 전차선로 계측 (Overhead Catenary Measurement by High-speed Image Analysis)

  • 박영;이기원;조용현;권삼영;박찬배;박현준
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2007년도 춘계학술대회 논문집
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    • pp.824-828
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    • 2007
  • With increasing interest in the reduction of cost for operation and maintenance of overhead catenary system, various methods of condition monitoring have been developed and used in with high-speed analysis and advanced image processing techniques. This study utilizes a high-speed camera as inspecting system to measure the wear, stagger, hight and arc extinguishing test of overhead catenary system. All measuring image were captured by a high speed CMOS camera with PCI express output, which can acquire up to 1000 frames per second with the resolution 1024 × 1280 pixels. Line type laser source with a power equal to 300 mW and the National Instrument LabVIEW (8.0) based on vision acquisition software have been used in application programming interface for image acquisition, display, and storage. The proposed high-speed camera system is finally applied to measure the overhead catenary system showing promising on-field applications

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The Design and Implementation of a Reusable Viewer Component

  • Kim, Hong-Gab;Lim, Young-Jae;Kim, Kyung-Ok
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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    • pp.66-69
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    • 2002
  • This article outlines the capabilities of a viewer component called GridViewer, and proves its reusability. GridViewer was designed for the construction of the image display part of GIS or remote sensing application software, and consequently it is particularly straightforward to closely couple GridViewer with access to very large images. Displaying is performed through pyramid structure, which enables to treat very large dataset up to several gigabytes in size under the limited capability of PC. GridViewer is free from responsibility to handle various formats of raster data files by taking grid coverage, which is designed by OGC to promote interoperability between implementations done by data vendors and software vendors providing analysis and grid processing implementations. GridViewer differs from other such viewer by allowing for clients to extend its function and capability by using small set of methods originally implemented in it. We show its reusability and expandability by applying it in developing application programs performing various functions not supported originally by the GridViewer COM component.

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GeoVideo: A First Step to MediaGIS

  • Kim, Kyong-Ho;Kim, Sung-Soo;Lee, Sung-Ho;Kim, Kyoung-Ok;Lee, Jong-Hun
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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    • pp.827-831
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    • 2002
  • MediaGIS is a concept of tightly integrated multimedia with spatial information. VideoGIS is an example of MediaGIS focused on the interaction or interaction of video and spatial information. Our suggested GeoVideo, a new concept of VideoGIS has its key feature in interactiveness. In GeoVideo, the geographic tasks such as browsing, searching, querying, spatial analysis can be performed based on video itself. GeoVideo can have the meaning of paradigm shift from artificial, static, abstracted and graphical paradigm to natural, dynamic, real, and image-based paradigm. We discuss about the integration of video and geography and also suggest the GeoVideo system design. Several considerations on expanding the functionalities of GeoVideo are explained for the future works.

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Multiple cracking analysis of HTPP-ECC by digital image correlation method

  • Felekoglu, Burak;Keskinates, Muhammer
    • Computers and Concrete
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    • 제17권6호
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    • pp.831-848
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    • 2016
  • This study aims to characterize the multiple cracking behavior of HTPP-ECC (High tenacity polypropylene fiber reinforced engineered cementitious composites) by Digital Image Correlation (DIC) Method. Digital images have been captured from a dogbone shaped HTPP-ECC specimen exhibiting 3.1% tensile ductility under loading. Images analyzed by VIC-2D software and ${\varepsilon}_{xx}$ strain maps have been obtained. Crack widths were computed from the ${\varepsilon}_{xx}$ strain maps and crack width distributions were determined throughout the specimen. The strain values from real LVDTs were also compared with virtual LVDTs digitally attached on digital images. Results confirmed that it is possible to accurately monitor the initiation and propagation of any single crack or multiple cracks by DIC at the whole interval of testing. Although the analysis require some post-processing operations, DIC based crack analysis methodology can be used as a promising and versatile tool for quality control of HTPP-ECC and other strain hardening composites.