• Title/Summary/Keyword: 경계 상자

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Study and Experiment on Detection Methods Suitable for Real-Time Mask Detection (실시간 마스크 착용여부 탐지 프로그램에 적합한 탐지 방식 연구 및 실험)

  • Kang, Minjae;Hou, Jong-Uk
    • Annual Conference of KIPS
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    • 2022.11a
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    • pp.715-717
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    • 2022
  • 객체 탐지는 디지털 이미지나 비디오에서 유의미한 객체를 탐지하는 작업을 말한다. 이 작업은 객체가 있는 곳에 경계상자를 그리는 Localization과 객체의 Class를 구분하는 Classification 이 두 단계로 나눌 수 있는데, 각각의 단계를 순차적으로 행하는 2-stage detection 방식과 동시에 행하는 1-stage detection 방식을 실시간으로 마스크 착용여부를 탐지하는 프로그램에 적용하면서 속도와 성능을 비교하고 어떤 방식이 적합한지 연구한다

Study on the Contact Response analysis Technique of Marine Slender Structure (수중세장체의 접촉응답해석 기법에 관한 연구)

  • Kim, Hyung-Woo;Hong, Sup;Choi, Jong-Su;Yeu, Tae-Kyeong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • v.1
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    • pp.211-216
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    • 2006
  • Dynamic analysis of a marine slender structure is often involved with contacts among bodies or between bodies and seafloor. This paper presents an efficient and general contact search algorithm for dynamics in the context of the compliance contact model. A global detecting method that a bounding box is divided into several pieces in global coordinate system is presented in this paper. The method has an advantage that the number of contacting searching can be smaller than other methods for a system. The developed an efficient contact search algorithm is applied to the simulation program of 3D nonlinear dynamics of slender structure. Some examples are presented to show the validity of the proposed method.

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A Study on the Contact Response Analysis Technique for Marine Slender Structure (수중세장체의 접촉응답해석 기법에 관한 연구)

  • Hong, Sup;Choi, Jong-Su;Yeu, Tae-Kyeong;Kim, Hyung-Woo
    • Journal of Navigation and Port Research
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    • v.31 no.1 s.117
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    • pp.15-20
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    • 2007
  • Dynamic analysis of a marine slender structure is often involved with contacts among bodies or between bodies and seafloor. This paper presents an efficient and general contact search algorithm for dynamics in the context of the compliance contact model. A global detecting method that a bounding box is divided into several pieces in global coordinate system is presented in this paper. The method has an advantage that the number of contacting searching am be smaller than other methods for a system. The developed an efficient contact search algorithm is applied to the simulation program of 3D nonlinear dynamics of slender structure. Some examples are presented to show the validity of the proposed method.

Stitching speed improvement method using YOLACT (YOLACT를 이용한 스티칭 속도 개선 방안)

  • Go, Sung-Young;Rhee, Seong-Bae;Park, Seong-Hwan;Kim, Kyu-Heon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2020.07a
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    • pp.10-13
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    • 2020
  • 최근 초고화질 영상, 가상현실 등 프리미엄 콘텐츠에 대한 요구가 커지면서 360° VR과 8K TV 등의 시장이 확대되고 있다. 360° VR 영상을 만드는 데에 스티칭 기술이 사용되고 있고, 8K 영상을 촬영할 수 있는 장비는 매우 제한적이기 때문에 스티칭 기술을 통해 콘텐츠를 확보하려는 노력이 이어지고 있다. 스티칭 기술은 여러 영상을 합성하여 기존 카메라의 좁은 시야각 문제를 해결하고 보다 넓은 시야각의 영상을 만드는 기술이다. 최근에는 해당 분야에 관한 연구가 진행됨에 따라 이미지를 넘어 동영상 스티칭에 대한 연구가 주로 진행되고 있다, 기존 동영상 스티칭 방식은 이미지 스티칭 방식을 프레임마다 반복하기 때문에 시간이 오래 걸린다는 단점이 있다. 컴퓨터 비전 분야에서는 딥러닝을 활용하여 객체가 존재할 것으로 예측되는 부분에 사각형 모양의 경계 상자(Bounding box)를 생성하는 객체 탐지(Object detection) 분야에 관한 많은 연구가 이루어져 왔고 이를 기반으로 객체의 경계선을 검출하여 해당 영역만을 구분하는 객체 분할(Instance segmentation)에 대한 연구 또한 진행 중이다. 본 논문에서는 앞서 말한 스티칭 속도 문제를 해결하기 위하여 빠른 속도로 객체 분할이 가능한 YOLACT를 이용하여 스티칭 속도를 개선하는 방안을 제안한다.

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NDT of a Nickel Coated Inconel Specimen Using by the Complex Induced Current - Magnetic Flux Leakage Method and Linearly Integrated Hall Sensor Array (복합 유도전류-누설자속법과 고밀도 홀센서배열에 의한 니켈 코팅 인코넬 시험편의 비파괴검사)

  • Jun, Jong-Woo;Lee, Jin-Yi;Park, Duk-Keun
    • Journal of the Korean Society for Nondestructive Testing
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    • v.27 no.5
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    • pp.375-382
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    • 2007
  • Nondestructive testing (NDT) by using the electromagnetic methods are useful for detecting cracks on the surface and subsurface of the metal. However, when the material contains both ferromagnetic and paramagnetic materials, it is difficult for NDT to detect and analyze cracks using this method. In addition the existence of a partial ferromagnetic material can be incorrectly characterized as a crack in the several cases. On the other hand a large crack has sometimes been misunderstood as a partially magnetized region. Inconel 600 is an important material in atomic energy plant. A nickel film is coated when a crack a appears on an Inconel substrate. Cracks are difficult to detect on the combined material of an Inconel substrate with a nickel film, which are paramagnetic and ferromagnetic material respectively. In this paper, a scan type magnetic camera, which uses a complex induced current-magnetic flux leakage (CIC-MFL) method as a magnetic source and a linearly integrated Hall sensor array (LIHaS) on a wafer as the magnetic sensors, was examined for its ability to detect cracks on the combined material. The evaluation probability of a crack is discussed. In addition the detection probability of the minimum depth was reported.

Local Buckling in Steel Box Girder Bridge with Lifting and Lowering Support Method (지점 상승 하강 공법에 의한 강상자형교의 국부좌굴)

  • Koo, Min Se;Jeong, Jae Woon;Na, Gwi Tae
    • Journal of Korean Society of Steel Construction
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    • v.15 no.1
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    • pp.77-85
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    • 2003
  • The lifting and lowering supports method makes up for the weak points in the classical method and provides makes construction economical effect to construction. The application of pre-compression to continuous steel box girder bridges makes it possible to reduce the amount of steel, the height of girders and consequently, the cost consequentlyof the bridges' construction by through the process of concrete filling- up and the lifting-lowering of the inner supports. The lifting and lowering supports method is apt to cause local buckling in the lower flange and web plates by due to the process of the lifting of the inner supports. Therefore iln this study, therefore, the possibility of local buckling could be decreased, in consideration of the lifting force and the buckling strength of stiffened plates, by increasing the number of longitudinal stiffeners and the installation of extended longitudinal stiffeners on the lower flange and the web plates in the range of positive moment.

A study on the production techniques and prototype of the mother-of-pearl chrysanthemum pattern box from the Goryeo Dynasty (고려 나전국화넝쿨무늬상자의 제작기법 고찰 및 원형 연구)

  • LEE Heeseung;LEE Minhye;KIM Sunghun;LEE Hyeonju
    • Korean Journal of Heritage: History & Science
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    • v.57 no.1
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    • pp.126-144
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    • 2024
  • The chrysanthemum vine pattern box from the Goryeo Dynasty expresses in great detail the representative features of Goryeo Dynasty lacquerware with mother-of-pearl, such as engraving patterns on the surface of fine mother-of-pearl, expressing vine stems using metal wires, and twisting metal wires to form the boundaries of each patterns. While the lacquerware with mother-of-pearl that remains today from the Goryeo Dynasty has the form of a sutra box and a box with lid, the chrysanthemum vine pattern box that is the subject of this study is in the shape of a box with a separate lid and body, making it difficult to estimate the purpose of production or the stored contents. In this study, we attempted to confirm the formative characteristics of the chrysanthemum vine pattern box in order to confirm its original form, and to investigate its structure and production technique through X-ray transmission. In addition, we attempted to identify the use and production purpose of the box by classifying and comparing the previously known lacquerware with mother-ofpearl from the Goryeo Dynasty by type. As a result of the investigation, fabric was confirmed the bottom of body and inner box through X-ray images. Through this, it was confirmed that the 'Mogsimjeopichilgi'(wooden core grabbing fabric technique) of wrapping the object with fabric was used. And through wood grain, it was possible to confirm the wooden board composition of the part presumed to be the restored part and the part presumed to have had existing Jangseog. In addition, it was confirmed that the joints were connected in a Majdaeim(part to part). Based on the survey results, a total of 14 pieces, including 9 Sutra boxes, 3 boxes, and 2 small boxes, that remain from the Goryeo Dynasty were classified by type and examined for similarity. Among them, there is a "Chrysanthemum Vine Pattern Sutra Box" from a private collection in Japan, a "Black Lacquered Chrysanthemum Arabesque Bun Sutra Box" from the Tokugawa Art Museum, a "Sutra Holder" from the British Museum, and a "Small Box with a Mother-of-Pearl Chrysanthemum Vine Pattern" from a private collection in Korea. The pattern composition of five points was most similar to the subject of this study. As a result of comparing the damage pattern, formative characteristics, and structural features of each part, it is presumed that the sutra holder in the British Museum was transformed into its current form from the original the chrysanthemum vine patterned box. Lastly, in order to confirm the purpose of production, that is, the use of this box, we investigated examples of Tripitaka Koreana printed version produced at a time similar to the social atmosphere of Goryeo at the time. Following the Mongol(元) invasion after the Goryeo military regime at the time, sutras appeared to pray for the stability of the nation and the soul of an individual, and with the development of domestic printing and paper in the 13th century, it gradually coincided with the transition from a scroll to a folded form, and the form of a box changed from a box. It is believed that the storage method also changed.

Graphic Simulation of Material Removal Process Using Bounding Box and Base Plane (기준평면과 경계상자를 이용한 NC 절삭과정의 그래픽 시뮬레이션)

  • 이철수;박광렬
    • Korean Journal of Computational Design and Engineering
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    • v.2 no.3
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    • pp.161-174
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    • 1997
  • In this paper, the techniques for graphic simulation of material removal process are described. The concepts of the bounding box and base plane are proposed. With these concepts, a real-time shaded display of a Z-map model being milled by a cutting tool following an NC path can be implemented very efficiently. The base planes make it possible to detect the visible face of Z-map model effectively. And the bounding box of tool sweep volume provides minimum area of screen to be updated. The proposed techniques are suitable for implementation in raster graphic device and need a few memories and a small amount of calculation. Proposed method is written in C and executable on MS-Windows95 and Window-NT.

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Development of parking lot recognition system using deep learning technology (딥러닝기법을 이용한 주차면 영상 인식 시스템 개발)

  • Yun, Tae-Jin;Kim, Hyun-seung;Chung, Yong-ju;Lee, Young-hun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.01a
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    • pp.301-302
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    • 2019
  • 본 연구에서는 주차장의 CCTV와 사용자의 스마트폰을 연동하여서 주차장의 전체적인 화면을 사용자의 스마트폰의 화면에 보여주며, YOLO 딥러닝 기법을 이용하여 주차된 차량 수를 산출하여서 전체적인 차량 댓수와 주차장소의 복잡도를 계산하여 사용자에게 제공하고자 한다. YOLO 딥러닝 기법은 CNN 기반으로 정확도 높은 객체 추출이 가능하고, 영역을 고려한 R-CNN 알고리즘을 사용하여 객체 분류에 필요한 경계 상자의 수를 줄일 수 있다. 한편, YOLO 딥러닝 기법을 이용하여 주차된 자동차를 인식하고, 주차면에 대한 영역에 대한 학습을 수행하여 주차된 자동차와 빈 주차면을 계산하여 제공한다. 주차장에 설치된 기존의 CCTV를 이용하여 저렴한 비용으로 딥러닝 기법을 CCTV 영상에 적용하여 주차장과 주차면 상황을 고객에게 실시간으로 알려주는 앱을 개발하였다.

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Crack detection system for exterior wall in a drone camera image using YOLO deep learning technique (YOLO 딥러닝 기법을 이용한 드론카메라 영상 내 건물 외벽 균열 검출 시스템)

  • Yun, Tae-Jin;Jeon, Jin-Woo;Ko, Byung-Yoon;Woo, Hyun-Koo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.01a
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    • pp.303-304
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    • 2019
  • 본 논문에서는 자연재해나 노후화로 인해 많은 건물의 외벽에 균열(Crack)이 생기고 있고, YOLO 딥러닝 기법을 이용하여 텐서플로우(Tensorflow)기반 균열 데이터의 학습 과정을 거쳐 가중치 파일을 획득하고, 이를 기반으로 효율적으로 건물 관리를 할 수 있는 드론(Drone)에 장착된 카메라를 이용한 실시간 영상으로 건물 외벽 균열을 촬영하고 균열을 감지하여 사용자 모니터에 감지된 균열을 경계 상자를 통해 검출하고, 검출 사진과 위치를 기록하도록 시스템을 개발하였다.

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