• 제목/요약/키워드: computer vision systems

검색결과 600건 처리시간 0.03초

로봇 축구 대회를 위한 마이크로 로봇 시스템의 개발 (The development of a micro robot system for robot soccer game)

  • 이수호;김경훈;김주곤;조형석
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.507-510
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    • 1996
  • In this paper we present the multi-agent robot system developed for participating in micro robot soccer tournament. The multi-agent robot system consists of micro robot, a vision system, a host computer and a communication module. Mcro robot are equipped with two mini DC motors with encoders and gearboxes, a R/F receiver, a CPU and infrared sensors for obstacle detection. A vision system is used to recognize the position of the ball and opponent robots, position and orientation of our robots. The vision system is composed of a color CCD camera and a vision processing unit. Host computer is a Pentium PC, and it receives information from the vision system, generates commands for each robot using a robot management algorithm and transmits commands to the robots by the R/F communication module. And in order to achieve a given mission in micro robot soccer game, cooperative behaviors by robots are essential. Cooperative work between individual agents is achieved by the command of host computer.

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저전력 온디바이스 비전 SW 프레임워크 기술 동향 (Trends in Low-Power On-Device Vision SW Framework Technology)

  • 이문수;배수영;김정시;석종수
    • 전자통신동향분석
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    • 제36권2호
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    • pp.56-64
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    • 2021
  • Many computer vision algorithms are computationally expensive and require a lot of computing resources. Recently, owing to machine learning technology and high-performance embedded systems, vision processing applications, such as object detection, face recognition, and visual inspection, are widely used. However, on-devices need to use their resources to handle powerful vision works with low power consumption in heterogeneous environments. Consequently, global manufacturers are trying to lock many developers into their ecosystem, providing integrated low-power chips and dedicated vision libraries. Khronos Group-an international standard organization-has released the OpenVX standard for high-performance/low-power vision processing in heterogeneous on-device systems. This paper describes vision libraries for the embedded systems and presents the OpenVX standard along with related trends for on-device vision system.

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

  • 박창민
    • 경영과정보연구
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    • 제4권
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    • pp.395-407
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    • 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.

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컴퓨터 비전 라이브러리 개발 및 응용 (Development and Application of A Computer Vision Library)

  • 공용해;오은숙
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 하계종합학술대회 논문집(3)
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    • pp.117-120
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    • 2000
  • This study is to construct a general purpose library for a computer vision system development. The library includes many core algorithms required for computer vision systems such as image Processing algorithms, feature extracting methods, neural networks and etc. We have experimented the efficiency of the library by building a vehicle plate recognition system and the overall time and effort in development could be reduced to a certain extent.

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Visual Servoing of a Mobile Manipulator Based on Stereo Vision

  • Lee, H.J.;Park, M.G.;Lee, M.C.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.767-771
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    • 2003
  • In this study, stereo vision system is applied to a mobile manipulator for effective tasks. The robot can recognize a target and compute the position of the target using a stereo vision system. While a monocular vision system needs properties such as geometric shape of a target, a stereo vision system enables the robot to find the position of a target without additional information. Many algorithms have been studied and developed for an object recognition. However, most of these approaches have a disadvantage of the complexity of computations and they are inadequate for real-time visual servoing. However, color information is useful for simple recognition in real-time visual servoing. In this paper, we refer to about object recognition using colors, stereo matching method, recovery of 3D space and the visual servoing.

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Recognizing multiple moving objects by foveated vision

  • Kiuchi, Yasuhiko;Kuniyoshi, Yasuo;Mishima, Taketoshi;Mizoguchi, Hiroshi;Shigehara, Takaomi
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 ITC-CSCC -2
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    • pp.881-884
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    • 2000
  • Foveated vision has the big advantage of exhibiting a wide field of view, along with a high resolution fovea. However, in the case of using optical flow, foveated vision kas one demerit. The demerit is a concentrate of optical flow. For foveated vision, an object moves almost only around the center of the field. In this paper, we suggest how to segment motion of some objects, and how to discriminate a hand and another object. In the future, the method we suggested may be useful for recognizing human actions by foveated vision.

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Computer Vision용 조명 설계코드 개발 (Development of Lighting Design Code for Computer Vision)

  • 안인모;이기상
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 학술대회 논문집 전문대학교육위원
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    • pp.41-45
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    • 2002
  • In industrial computer vision systems, the image quality is dependent on the parameters such as light source, illumination method, optics, and surface properties. Most of them are related with the lighting system, which is designed in heuristic, based on the designer's experimental knowledge, In this paper, a design code by which the optimal lighting method and light source for computer vision systems can be found are suggested based on experimental results, To prove the usefulness of the design code, it is applied to the lighting system design of the transistor marking inspection system and the results are presented.

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비전 기반 피아노 자동 채보 시스템 (Vision-Based Piano Music Transcription System)

  • 박상욱;박시현;박천수
    • 전기전자학회논문지
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    • 제23권1호
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    • pp.249-253
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    • 2019
  • 현재 상용화된 악보 채보 프로그램은 오디오 정보를 기반으로 채보를 진행한다. 이러한 기존 채보 프로그램은 환경 의존성, 장비 의존성, 시간 지연이라는 단점을 지니고 있다. 본 논문은 기존의 오디오를 이용하여 채보를 방식을 지양하고, 연주 영상을 분석하여 채보를 진행하는 컴퓨터 비전 기반 악보 채보 시스템을 제안한다. 제안하는 악보 채보 시스템은 대중화된 스마트폰 카메라를 활용하여 피아노 연주를 촬영하고, 이를 분석하여 자동으로 전자 악보인 미디파일을 생성하는 방식으로 동작한다. 컴퓨터 실험에서 제안하는 악보 채보 시스템은 95.6%의 정확도로 연주된 음계를 채보하는 것으로 조사되었다.

PLC 기반 머신 비전 시스템 개발 (Development of Machine Vision System based on PLC)

  • 이상백;박태형;한경식
    • 제어로봇시스템학회논문지
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    • 제20권7호
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    • pp.741-749
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    • 2014
  • This paper proposes a machine vision module for PLCs (Programmable Logic Controllers). PLC is the industrial controller most widely used in factory automation system. However most of the machine vision systems are based on PC (Personal Computer). The machine vision system embedded in PLC is required to reduce the cost and improve the convenience of implementation. In this paper, we newly propose a machine vision module based on PLC. The image processing libraries are implemented and integrated with the PLC programming tool. In order to interface the libraries with ladder programming, the ladder instruction set was also designed for each vision library. By use of the developed system, PLC users can implement vision systems easily by ladder programming. The developed system was applied to sample inspection system to verify the performance. The experimental results show that the proposed system can reduce the cost of installing as well as increase the ease-of-implementation.

랜드마크 기반 비전항법의 오차특성을 고려한 INS/비전 통합 항법시스템 (INS/Vision Integrated Navigation System Considering Error Characteristics of Landmark-Based Vision Navigation)

  • 김영선;황동환
    • 제어로봇시스템학회논문지
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    • 제19권2호
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    • pp.95-101
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    • 2013
  • The paper investigates the geometric effect of landmarks to the navigation error in the landmark based 3D vision navigation and introduces the INS/Vision integrated navigation system considering its effect. The integrated system uses the vision navigation results taking into account the dilution of precision for landmark geometry. Also, the integrated system helps the vision navigation to consider it. An indirect filter with feedback structure is designed, in which the position and the attitude errors are measurements of the filter. Performance of the integrated system is evaluated through the computer simulations. Simulation results show that the proposed algorithm works well and that better performance can be expected when the error characteristics of vision navigation are considered.