• Title/Summary/Keyword: 스테레오 비전 센서

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PSD센서를 이용한 모션캡쳐 시스템의 센서보정에 관한 연구

  • 최훈일;조용준;유영기
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.05a
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    • pp.175-175
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    • 2004
  • 애니메이션과 컴퓨터 게임 등의 다양한 산업에 이용되고 있는 모션캡쳐 시스템은 현재 카메라를 이용한 고가의 고속 카메라를 사용하여 일반인들이 범용으로 사용하기에는 많은 어려움이 따른다. 이에 본 연구에서는 고가의 고속카메라를 사용하는 대신 저가의 PSD 센서를 사용하여 광학방식의 모션캡쳐 시스템을 구성하였다. 또한 시스템에서 획득한 3 차원 데이터의 정확성을 위해 일반적으로 CCD 카메라에 사용되어지는 카메라 보정 알고리즘을 PSD 모션캡쳐 시스템에 적용하여 손쉽게 보정을 하면서 적은 오차를 가질 수 있는 방법을 제시하였다.(중략)

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Real-Time Mapping of Mobile Robot on Stereo Vision (스테레오 비전 기반 이동 로봇의 실시간 지도 작성 기법)

  • Han, Cheol-Hun;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.1
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    • pp.60-65
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    • 2010
  • This paper describes the results of 2D mapping, feature detection and matching to create the surrounding environment in the mounted stereo camera on Mobile robot. Extract method of image's feature in real-time processing for quick operation uses the edge detection and Sum of Absolute Difference(SAD), stereo matching technique can be obtained through the correlation coefficient. To estimate the location of a mobile robot using ZigBee beacon and encoders mounted on the robot is estimated by Kalman filter. In addition, the merged gyro scope to measure compass is possible to generate map during mobile robot is moving. The Simultaneous Localization and Mapping (SLAM) of mobile robot technology with an intelligent robot can be applied efficiently in human life would be based.

Recognition of Physical Rehabilitation on the Upper Limb Function using 3D Trajectory Information from the Stereo Vision Sensor (스테레오비전 센서의 3D 궤적 정보를 이용한 상지 재활 동작 인식)

  • Kwon, Ki-Hyeon;Lee, Hyung-Bong
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.8
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    • pp.113-119
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    • 2013
  • The requirement of rehabilitation is increasing from the stroke, spinal cord injury. One of the most difficult part is the upper limb rehabilitation because of its nervous complexity. A rehabilitation has effectiveness when a professional therapist treats in work at facility, but it has problems of an accessibility, a constant availability, a self-participation and taking lots of cost and time. In this paper, we test and experiment the accuracy and execution time of the pattern recognition algorithms like PCA, ICA, LDA, SVM to show the recognition possibility of it on the upper limb function from the 3D trajectory information which is gathered from stereo vision sensor(Kinect). From the result, PCA, ICA have low accuracy, but LDA, SVM have good accuracy to use for physical rehabilitation on the upper limb function.

A Study on Lane Sensing System Using Stereo Vision Sensors (스테레오 비전센서를 이용한 차선감지 시스템 연구)

  • Huh, Kun-Soo;Park, Jae-Sik;Rhee, Kwang-Woon;Park, Jae-Hak
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.28 no.3
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    • pp.230-237
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    • 2004
  • Lane Sensing techniques based on vision sensors are regarded promising because they require little infrastructure on the highway except clear lane markers. However, they require more intelligent processing algorithms in vehicles to generate the previewed roadway from the vision images. In this paper, a lane sensing algorithm using vision sensors is developed to improve the sensing robustness. The parallel stereo-camera is utilized to regenerate the 3-dimensional road geometry. The lane geometry models are derived such that their parameters represent the road curvature, lateral offset and heading angle, respectively. The parameters of the lane geometry models are estimated by the Kalman filter and utilized to reconstruct the lane geometry in the global coordinate. The inverse perspective mapping from the image plane to the global coordinate considers roll and pitch motions of a vehicle so that the mapping error is minimized during acceleration, braking or steering. The proposed sensing system has been built and implemented on a 1/10-scale model car.

Performance Analysis of Vision-based Positioning Assistance Algorithm (비전 기반 측위 보조 알고리즘의 성능 분석)

  • Park, Jong Soo;Lee, Yong;Kwon, Jay Hyoun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.37 no.3
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    • pp.101-108
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    • 2019
  • Due to recent improvements in computer processing speed and image processing technology, researches are being actively carried out to combine information from camera with existing GNSS (Global Navigation Satellite System) and dead reckoning. In this study, developed a vision-based positioning assistant algorithm to estimate the distance to the object from stereo images. In addition, GNSS/on-board vehicle sensor/vision based positioning algorithm is developed by combining vision based positioning algorithm with existing positioning algorithm. For the performance analysis, the velocity calculated from the actual driving test was used for the navigation solution correction, simulation tests were performed to analyse the effects of velocity precision. As a result of analysis, it is confirmed that about 4% of position accuracy is improved when vision information is added compared to existing GNSS/on-board based positioning algorithm.

Performance Comparison of Depth Map Based Landing Methods for a Quadrotor in Unknown Environment (미지 환경에서의 깊이지도를 이용한 쿼드로터 착륙방식 성능 비교)

  • Choi, Jong-Hyuck;Park, Jongho;Lim, Jaesung
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.50 no.9
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    • pp.639-646
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    • 2022
  • Landing site searching algorithms are developed for a quadrotor using a depth map in unknown environment. Guidance and control system of Unmanned Aerial Vehicle (UAV) consists of a trajectory planner, a position and an attitude controller. Landing site is selected based on the information of the depth map which is acquired by a stereo vision sensor attached on the gimbal system pointing downwards. Flatness information is obtained by the maximum depth difference of a predefined depth map region, and the distance from the UAV is also considered. This study proposes three landing methods and compares their performance using various indices such as UAV travel distance, map accuracy, obstacle response time etc.

Fast Stereo Image Processing Method for Obstacle Detection of AGV System (AGV 시스템의 장애물 검출을 위한 고속 스테레오 영상처리 기법)

  • 전성재;조연상;박흥식
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.454-457
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    • 2004
  • AGV for FMS must be detected an obstacle. Therefore, many studies have been advanced, and recently, the ultra sonic sensor is used for this. However, the new method has to be developed because the ultra-sonic-sensor has many problems as a noise in factory, an directional error and detection of the obstacle size. So, we study the fast stereo vision system that can give more information to obstacles for intelligent AGV system. For this, the simulated AGV system was made with two CCD cameras in front to get the stereo images, and the threshold process by color information (intensity and chromaticity) and structure stereo matching method were constructed.

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A study on rotation angle Estimation of HMD for controlling the mobile robot tele-operation (이동로봇 원격제어를 위한 HMD의 방향각 측정 알고리즘에 관한 연구)

  • Yoon, Seung-Jun;Ro, Young-Shick;Kang, Hui-Jun;Seo, Young-Su
    • Proceedings of the KIEE Conference
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    • 2008.10b
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    • pp.89-90
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    • 2008
  • 본 논문은 네트워크를 통해서 이동로봇을 원격제어하기 위해 필요한 비전 시스템에서 HMD(Head Mounted Display)의 방향각 측정 알고리즘에 관한 연구이다. 우선 이 이동로봇 원격제어 시스템은 AP와 무선랜을 이용하여 독립 무선 네트워크를 구축하였고 이동로봇의 주변 환경을 레이저 센서와 스테레오 카메라를 이용하여 사용자에게 정보를 전송한다. 스테레오 카메라를 통해 전송된 영상 정보는 HMD를 통하여 볼 수 있다. 실시간으로 영상 카메라에 의해 측정 된 HMD의 회전 각도는 pen-tilt에 전송되어 HMD가 회전한 만큼 pen-tilt도 회전하여 이동로봇의 주변 환경 영상정보를 얻을 수 있는 알고리즘을 제안하였다.

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A study on the mobile robot tele-operation using stereo vision system (스테레오 비전을 이용한 이동로봇 원격조작에 관한 연구)

  • Jung, Ki-Su;Ro, Young-Shick;Kang, Hui-Jun;Seo, Young-Su
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.323-324
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    • 2007
  • 본 논문은 네트워크을 통한 원격제어 시스템을 구축하는 연구로써 무선 랜과 AP를 이용하여 독립 무선 네트워크를 구축하고, 이동로봇의 주변 환경에 대한 레이저 센서정보와 영상정보를 전송한다. 그리고 스테레오 카메라와 Head Mounted Display를 사용하여 원격지에서 입체감 있는 영상을 보며 조작을 할 수 있게 하였으며, Head Motion Tracking를 이용해 이동로봇의 카메라를 별도의 조작 없이 컨트롤 가능하도록 방법을 제안하였다.

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Overview of sensor fusion techniques for vehicle positioning (차량정밀측위를 위한 복합측위 기술 동향)

  • Park, Jin-Won;Choi, Kae-Won
    • The Journal of the Korea institute of electronic communication sciences
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    • v.11 no.2
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    • pp.139-144
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    • 2016
  • This paper provides an overview of recent trends in sensor fusion technologies for vehicle positioning. The GNSS by itself cannot satisfy precision and reliability required by autonomous driving. We survey sensor fusion techniques that combine the outputs from the GNSS and the inertial navigation sensors such as an odometer and a gyroscope. Moreover, we overview landmark-based positioning that matches landmarks detected by a lidar or a stereo vision to high-precision digital maps.