• Title/Summary/Keyword: Computer Vision system

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A Study on Analog and Digital Meter Recognition Based on Image Processing Technique (영상처리 기법에 기반한 아날로그 및 디지틀 계기의 자동인식에 관한 연구)

  • 김경호;진성일;이용범;이종민
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.9
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    • pp.1215-1230
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    • 1995
  • The purpose of this paper is to build a computer vision system that endows an autonomous mobile robot the ability of automatic measuring of the analog and digital meters installed in nuclear power plant(NPP). This computer vision system takes a significant part in the organization of automatic surveillance and measurement system having the instruments and gadzets in NPP under automatic control situation. In the meter image captured by the camera, the meter area is sorted out using mainly the thresholding and the region labeling and the meter value recognition process follows. The positions and the angles of the needles in analog meter images are detected using the projection based method. In the case of digital meters, digits and points are extracted and finally recognized through the neural network classifier. To use available database containing relevant information about meters and to build fully automatic meter recognition system, the segmentation and recognition of the function-name in the meter printed around the meter area should be achieved for enhancing identification reliability. For thus, the function- name of the meter needs to be identified and furthermore the scale distributions and values are also required to be analyzed for building the more sophisticated system and making the meter recognition fully automatic.

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MULTI-CHANNEL VISION SYSTEM FOR ON-LINE QUANTIFICATION OF APPEARANCE QUALITY FACTORS OF APPLE

  • Lee, S. H.;S. H. Noh
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2000.11c
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    • pp.551-559
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    • 2000
  • An integrated on-line inspection system was constructed with seven cameras, half mirrors to split images, 720 nm and 970 nm band pass filters, illumination chamber having several tungsten-halogen lamps, one main computer, one color frame grabber, two 4-channel multiplexors, and flat plate conveyer, etc., so that a total of seven images, that is, one color image from the top side of an apple and two B/W images from each side (top, right and left) could be captured and displayed on a computer monitor through the multiplexor. One of the two B/W images captured from each side is 720nm filter image and the other is 970nm. With this system an on-line grading software was developed to evaluate appearance quality. On-line test results to the Fuji apples that were manually fed on the conveyer showed that grading accuracies of the color, defective and shape were 95.3%, 86% and 91%, respectively. Grading time was 0.35 sec per apple on an average. Therefore, this on-line grading system could be used for inspection of the final products produced from an apple sorting system.

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Real-time Marker-free Motion Capture System to Create an Agent in the Virtual Space (가상 공간에서 에이전트 생성을 위한 실시간 마커프리 모션캡쳐 시스템)

  • 김성은;이란희;박창준;이인호
    • Proceedings of the IEEK Conference
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    • 2002.06c
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    • pp.199-202
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    • 2002
  • We described a real-time 3D computer vision system called MIMIC(Motion interface f Motion information Capture system) that can capture and save motion of an actor. This system analyzes input images from vision sensors and searches feature information like a head, hands, and feet. Moreover, this estimates intermediated joints as an elbow and hee using feature information and makes 3D human model having 20 joints. This virtual human model mimics the motion of an actor in real-time. Therefore this system can realize the movement of an actor unaffectedly because of making intermediated joint for complete human body contrary to other marker-free motion capture system.

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The Technology of Measurement System for Contact Wire Uplift (전차선 압상 검측을 위한 시스템 기술)

  • Park, Young;Cho, Hyeon-Young;Kim, Hyung-Chul;Kwon, Sam-Young;Kim, In-Chol;Choi, Won-Seok
    • Proceedings of the KSR Conference
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    • 2009.05a
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    • pp.900-904
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    • 2009
  • The measurement of contact wire uplift in electric railway is one of the most test method to accept the maximum permitted speed of new vehicles or pantographs. The contact wire uplift can be measured for shot periods when pantograph is running in monitoring station. This paper describes the development of two different methods for contact uplift measurement using vision-based system and wireless online monitoring system. Our vision-based system employs a high-speed CMOS (Complementary Metal Oxide Semiconductor) camera with gigabit ethernet LAN. The development of a real-time remote monitoring system that acquires data from any kind of sensor to be transmitted by wireless communication from overhead line and structure at 25 kV to a computer in catenary system. The proposed two kind of different measurement systems to evaluation for dynamic uplift of overhead contact wire shows promising on-field applications for high speed train such as Korea Tilting Train (TTX) and Korea Train eXpress (KTX).

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Hand Mouse System Using a Pre-defined Gesture for the Elimination of a TV Remote Controller

  • Kim, Kyung-Won;Bae, Dae-Hee;Yi, Joonhwan;Oh, Seong-Jun
    • IEIE Transactions on Smart Processing and Computing
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    • v.1 no.2
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    • pp.88-94
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    • 2012
  • Many hand gesture recognition systems using advanced computer vision techniques to eliminate the need for a TV remote controller have been proposed. Nevertheless, some issues still remain, such as high computational complexity and insufficient information on the target object and background. Moreover, none of the proposed techniques consider how to enter the control mode of the system. This means that they may need a TV remote controller to enter the control mode. This paper proposes a hand mouse system using a pre-defined gesture with high background adaptability. By doing so, a remote controller to enter the control mode of the IPTV system can be eliminated.

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Development of a Measurement System for Axial-symmetric Objects Using Vision Sensor (시각센서를 이용한 축대칭 물체 측정 시스템 개발)

  • Lee, S.R.;Kim, C.S.
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.5
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    • pp.34-41
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    • 1997
  • The dimension measurement problem of products has been a major concern in the quality control in the industrial fields. A non-contacting measurement system using the vision sensor is proposed in this paper. The system consists of a CCD camera for the image capture, a frame grabber for the acquired image processing, a laser unit for the illumination, scanning unit for the measurement, and a personal computer for the geometry computation. The slit beam which is generated by passing the laser beam through a cylin- drical lens is fired to the axial-symmetric object on the rotating plate. The image of objects reflected by the laser slit beam, acquired by the CCD camera, becomes much brighter than the other parts of objects. After the histogram of brightness for the captured image is calculated, low intensity pixels are filtered out by threshold method. The performance of proposed measurement system is obtained for several different axial symmetric objects. The proposed system is verified as a good tool for measuring axial-symmetric parts in a limited condition with a minor investment cost.

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An Efficient Vision-based Object Detection and Tracking using Online Learning

  • Kim, Byung-Gyu;Hong, Gwang-Soo;Kim, Ji-Hae;Choi, Young-Ju
    • Journal of Multimedia Information System
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    • v.4 no.4
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    • pp.285-288
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    • 2017
  • In this paper, we propose a vision-based object detection and tracking system using online learning. The proposed system adopts a feature point-based method for tracking a series of inter-frame movement of a newly detected object, to estimate rapidly and toughness. At the same time, it trains the detector for the object being tracked online. Temporarily using the result of the failure detector to the object, it initializes the tracker back tracks to enable the robust tracking. In particular, it reduced the processing time by improving the method of updating the appearance models of the objects to increase the tracking performance of the system. Using a data set obtained in a variety of settings, we evaluate the performance of the proposed system in terms of processing time.

Implementation of Active Humanoid Robot Soccer System Using Global Vision (글로벌 비젼을 이용한 자동제어 휴머노이드 축구시스템 설계)

  • Ku, Ja-Yl
    • 전자공학회논문지 IE
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    • v.45 no.2
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    • pp.28-33
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    • 2008
  • The paper is represented active robot soccer system using humanoid. many robot we implement the control method of several robot and the algorithm of robot soccer system. the position and direction of the robot is recognized quickly using color tag on the shoulder of robot and special personal computer. Humanoid robot soccer system in this paper develops better in existent wheel-driven soccer robot. Forward, through a lot of studies, self-moving soccer game like human with humanoid is possible.

A New Robotic 3D Inspection System of Automotive Screw Hole

  • Baeg, Moon-Hong;Baeg, Seung-Ho;Moon, Chan-Woo;Jeong, Gu-Min;Ahn, Hyun-Sik;Kim, Do-Hyun
    • International Journal of Control, Automation, and Systems
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    • v.6 no.5
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    • pp.740-745
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    • 2008
  • This paper presents a new non-contact 3D robotic inspection system to measure the precise positions of screw and punch holes on a car body frame. The newly developed sensor consists of a CCD camera, two laser line generators and LED light. This lightweight sensor can be mounted on an industrial robot hand. An inspection algorithm and system that work with this sensor is presented. In performance evaluation tests, the measurement accuracy of this inspection system was about 200 ${\mu}m$, which is a sufficient accuracy in the automotive industry.

Vision-based Small UAV Indoor Flight Test Environment Using Multi-Camera (멀티카메라를 이용한 영상정보 기반의 소형무인기 실내비행시험환경 연구)

  • Won, Dae-Yeon;Oh, Hyon-Dong;Huh, Sung-Sik;Park, Bong-Gyun;Ahn, Jong-Sun;Shim, Hyun-Chul;Tahk, Min-Jea
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.37 no.12
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    • pp.1209-1216
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    • 2009
  • This paper presents the pose estimation of a small UAV utilizing visual information from low cost cameras installed indoor. To overcome the limitation of the outside flight experiment, the indoor flight test environment based on multi-camera systems is proposed. Computer vision algorithms for the proposed system include camera calibration, color marker detection, and pose estimation. The well-known extended Kalman filter is used to obtain an accurate position and pose estimation for the small UAV. This paper finishes with several experiment results illustrating the performance and properties of the proposed vision-based indoor flight test environment.