• 제목/요약/키워드: vision recognition

검색결과 1,035건 처리시간 0.033초

컴퓨터비전을 이용한 손동작 인식에 관한 연구 (A Study on Hand Gesture Recognition using Computer Vision)

  • 박창민
    • 경영과정보연구
    • /
    • 제4권
    • /
    • pp.395-407
    • /
    • 2000
  • It is necessary to develop method that human and computer can interfact by the hand gesture without any special device. In this thesis, the real time hand gesture recognition was developed. The system segments the region of a hand recognizes the hand posture and track the movement of the hand, using computer vision. And it does not use the blue screen as a background, the data glove and special markers for the recognition of the hand gesture.

  • PDF

비전센서를 활용한 양날 도로절단기의 절단경로 인식 기술 개발 (Development of Cutting Route Recognition Technology of a Double-Blade Road Cutter Using a Vision Sensor)

  • 서명국;권진욱;정황훈;주정함;김영진
    • 드라이브 ㆍ 컨트롤
    • /
    • 제20권1호
    • /
    • pp.8-15
    • /
    • 2023
  • With the recent trend of intelligence and automation of construction work, a double-blade road cutter is being developed that automatically enables cutting along the cutting line marked on the road using a vision system. The road cutter can recognize the cutting line through the camera and correct the driving route in real-time, and it detects the load of the cutting blade in real-time to control the driving speed in case of overload to protect workers and cutting blades. In this study, a vision system mounted on a double-blade road cutter was developed. A cutting route recognition technology was developed to stably recognize cutting lines displayed on non-uniform road surfaces, and performance was verified in similar environments. In addition, a vision sensor protection module was developed to prevent foreign substances (dust, water, etc.) generated during cutting from being attached to the camera.

철강 슬라브 소재 관리용 비전시스템 개발 (Development of vision system for the steel materials management in the slab line)

  • 박상국;이문락
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국해양정보통신학회 2006년도 춘계종합학술대회
    • /
    • pp.809-812
    • /
    • 2006
  • 본 논문은 철강공장의 연주공정에서 만들어진 슬라브 소재의 관리를 위해 사용되는 소재 관리문자를 실시간으로 인식하기 위한 비전시스템 개발 결과에 대해 기술한다. 슬라브 재질의 단면에 마킹된 소재 관리문자는 슬라브가 다음 공정인 열연공정으로 이동하기 전에 공정상에서 실시간으로 인식된다. 문자인식 시스템은 영상획득을 위한 카메라 시스템, 영상을 장거리로 고속 전송하기 위한 영상전송 시스템, 기존 시스템과의 인터페이스를 위한 입 출력 장치로 구성된다. 개발된 문자인식 시스템을 실제 철강공장에 설치하여 운용테스트를 실시했다. 테스트 기간 중에 시스템의 내구성과 신뢰성을 검증하고 최종적으로 문자 인식률을 검증했다. 개발된 시스템에 대해 현장 테스트 결과 실험실 수준과 비슷한 수준의 인식률을 가졌다.

  • PDF

조선 소조립 용접자동화의 부재위치 인식을 위한 camera vision system (Position estimation of welding panels for sub-assembly welding line in shipbuilding using camera vision system)

  • 전바롬;윤재웅;고국원;조형석
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
    • /
    • pp.361-364
    • /
    • 1997
  • There has been requested to automate the welding process in shipyard due to its dependence on skilled operators and the inferior working environments. According to these demands, multiple robot welding system for sub-assembly welding line has been developed, realized and installed at Keoje Shipyard. In order to realize automatic welding system, robots have to be equipped with the sensing system to recognize the position of the welding panels. In this research, a camera vision system is developed to detect the position of base panels for subassembly line in shipbuilding. Two camera vision systems are used in two different stages (Mounting and Welding) to automate the recognition and positioning of welding lines. For automatic recognition of panel position, various image processing algorithms are proposed in this paper.

  • PDF

기하학적 왜곡을 고려한 카메라 모델링 및 머신비젼 시스템에 관한 연구 (A Study on Machine Vision System and Camera Modeling with Geometric Distortion)

  • 계중읍
    • 한국생산제조학회지
    • /
    • 제7권4호
    • /
    • pp.64-72
    • /
    • 1998
  • This paper a new approach to the design of machine vision technique with a camera modeling that accounts for major sources of geometric distortion, namely, radial, decentering, and thin prism distortion. Radial distortion causes an inward or outward displacement of a given image point from its ideal location. Actual optical systems are subject to various degrees of decentering , that is , the optical centers of lens design and manufacturing as well as camera assembly. It is our propose to develop the vision system for the pattern recognition and the automatic test of parts and to apply the line of manufacturing. The performance of proposed vision system is illustrated by simulation and experiment.

스테레오 비전 기반의 이동객체용 실시간 환경 인식 시스템 (Investigation on the Real-Time Environment Recognition System Based on Stereo Vision for Moving Object)

  • 이충희;임영철;권순;이종훈
    • 대한임베디드공학회논문지
    • /
    • 제3권3호
    • /
    • pp.143-150
    • /
    • 2008
  • In this paper, we investigate a real-time environment recognition system based on stereo vision for moving object. This system consists of stereo matching, obstacle detection and distance estimation. In stereo matching part, depth maps can be obtained real road images captured adjustable baseline stereo vision system using belief propagation(BP) algorithm. In detection part, various obstacles are detected using only depth map in case of both v-disparity and column detection method under the real road environment. Finally in estimation part, asymmetric parabola fitting with NCC method improves estimation of obstacle detection. This stereo vision system can be applied to many applications such as unmanned vehicle and robot.

  • PDF

레이블링기법을 이용한 문자 추출과 인식에 관한 연구 (A Study on the Character Extraction and Recognition using Labeling Method)

  • 원혜경;김용;이규훈;조규만;이은영
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2002년도 하계학술대회 논문집 D
    • /
    • pp.2515-2517
    • /
    • 2002
  • The process of character recognition goes through 5 steps; image acquisition, character region extraction, preprocessing, character region segmentation, character recognition. Therefore the final recognition rate of character recognition is directly affected by the performance of each step. This paper is a leading research for object recognition using image processing algorithm which is one of the field of study in computer vision. And this paper will suggest an algorithm to extract the portion of number chain, which is part of the research embodying a system to perceive the data of manufacture and the name of the producer on the wrapping of groceries. In addition, this can extract the number chain comparatively accurate without using many complex algorithm by diving and extracting the moving number region at the same time.

  • PDF

머신 비젼 시스템을 이용한 세탁기 밸런스 방향 인식에 관한 연구 (A study on the Recognition of Balance Direction in Washing Machine using Machine Vision System)

  • 김광호;김종태;김태호;박진완;김재상;정상화
    • 한국기계가공학회지
    • /
    • 제8권2호
    • /
    • pp.3-9
    • /
    • 2009
  • When washing machine is rotated in the laundry, it tends to lean toward one side. This tendency causes a serious vibration. The balance of washing machine plays an important role in order to reduce the vibration by injecting the sand or the salt water into the balance of washing machine. The hot plate welder is used to prevent from outflow of contents. The hot plate welder brings about many problems which is concerned with accidents. The direction recognition and location information of the balance are required in this system. In this paper, the recognition direction of balance in washing machine using machine vision system is studied. The template matching algorithm compares sub-image with original image acquired in real-time to obtain a center point of balance image. The mid points and the edges of balance are estimated by the edge detection and gauging algorithms. The data acquired by these results is used for recognition direction of balance. The automation software for image processing is developed by using LabVIEW.

  • PDF

교통표지판 인식을 위한 비젼시스템 (An Vision System for Traffic Sign Recognition)

  • 남기환;배철수;박호식;박동희;한준희;나상동
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국해양정보통신학회 2003년도 추계종합학술대회
    • /
    • pp.645-648
    • /
    • 2003
  • 본 논문에서는 영상처리를 이용하여 온라인으로 교통표지판을 인식하는 비젼 시스템을 제안한다. 제안된 시스템은 넓은 두 개의 카메라, 즉 광각렌즈(wide-angle lends)와 망원렌즈(telephoto lends)를 장착하였고, 이미지처리 보드가 있는 PC로 구성되었다. 이 시스템은 색상, 밝기, 형태 둥과 같은 정보를 이용하여 광각이미지의 교통표지판을 추출한 다음, 보다 큰 이미지에서 정확한 표지판 후보영역을 추출하기 위해 망원렌즈에서 포착된 이미지를 이용하여 처리하였다. 또한 간단한 실행과정으로 빠른 인식률을 얻을 수 있었으며, 도로상에서의 실험으로 시스템의 효용성을 입증하였다.

  • PDF

교통표지판 인식을 위한 비젼시스템 (An Vision System for Traffic sign Recognition)

  • 남기환;배철수
    • 한국정보통신학회논문지
    • /
    • 제8권2호
    • /
    • pp.471-476
    • /
    • 2004
  • 본 논문에서는 영상처리를 이용하여 온라인으로 교통표지판을 인식하는 비젼 시스템을 제안한다. 제안된 시스템은 넓은 두 개의 카메라, 즉 광각렌즈(wide-angle lends)와 망원렌즈(telephoto lends)를 장착하였고, 이미지처리 보드가 있는 PC로 구성되었다. 이 시스템은 색상, 자기, 형태 등과 같은 정보를 이용하여 광각이미지의 교통표지판을 추출한 다음, 보다 큰 이미지에서 정확한 표지판 후보영역을 추출하기 위해 망원렌즈에서 포착된 이미지를 이용하여 처리하였다. 실험결과로써 수동으로 촬영한 비디오 연속장면에서 포착한 영상을 시용하여 실험한 결과 속도표지판은 추출율 96.5%, 인식률 34.4% 그리고 안내표지판은 추출율 100%, 인식률 40%의 결과를 나타내었다. 또한 간단한 실행과정으로 빠른 인식률을 얻을 수 있었으며, 도로상에서의 실험으로 시스템의 효용성을 입증하였다.