• Title/Summary/Keyword: vision-based control

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A Fast Vision-based Head Tracking Method for Interactive Stereoscopic Viewing

  • Putpuek, Narongsak;Chotikakamthorn, Nopporn
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1102-1105
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    • 2004
  • In this paper, the problem of a viewer's head tracking in a desktop-based interactive stereoscopic display system is considered. A fast and low-cost approach to the problem is important for such a computing environment. The system under consideration utilizes a shuttle glass for stereoscopic display. The proposed method makes use of an image taken from a single low-cost video camera. By using a simple feature extraction algorithm, the obtained points corresponding to the image of the user-worn shuttle glass are used to estimate the glass center, its local 'yaw' angle, as measured with respect to the glass center, and its global 'yaw' angle as measured with respect to the camera location. With these estimations, the stereoscopic image synthetic program utilizes those values to interactively adjust the two-view stereoscopic image pair as displayed on a computer screen. The adjustment is carried out such that the so-obtained stereoscopic picture, when viewed from a current user position, provides a close-to-real perspective and depth perception. However, because the algorithm and device used are designed for fast computation, the estimation is typically not precise enough to provide a flicker-free interactive viewing. An error concealment method is thus proposed to alleviate the problem. This concealment method should be sufficient for applications that do not require a high degree of visual realism and interaction.

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Development of a Vision-based Position Estimation System for the Inspection and Maintenance Manipulator of Steam Generator Tubes a in Nuclear Power Plant

  • Jeong, Kyung-Min;Cho, Jae-Wan;Kim, Seung-Ho;Kim, Seung-Ho;Jung, Seung-Ho;Shin, Ho-Chul;Choi, Chang-Whan;Seo, Yong-Chil
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.772-777
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    • 2003
  • A vision-based tool position estimation system for the inspection and maintenance manipulator working inside the steam generator bowl of nuclear power plants can help human operators ensure that the inspection probe or plug are inserted to the targeted tube. Some previous research proposed a simplified tube position verification system that counts the tubes passed through during the motion and displays only the position of the tool. In this paper, by using a general camera calibration approach, tool orientation is also estimated. In order to reduce the computation time and avoid the parameter bias problem in an ellipse fitting, a small number of edge points are collected around the large section of the ellipse boundary. Experiment results show that the camera calibration parameters, detected ellipses, and estimated tool position are appropriate.

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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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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.

The Edge Distribution Function Based Method of Trajectory Tracking for AGV

  • Yi, Un-Kun;Ha, Sung-Kil;Jung, Sung-Yun;Hwang, Hee-Jung;Baek, Kwang-Ryul
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.1701-1704
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    • 2005
  • We developed an machine vision method for navigation control of a traveling automatic guided vehicle(AGV) on desired trajectory with guided marks. The formulated EDF accumulates the edge magnitude for edge directions. The EDF has distinctive peak points at the vicinity of trajectory directions due to the directional and the positional continuities of desired trajectory. Examining the EDF by its shape parameters of the local maxima and symmetry axis results in identifying whether or not change in traveling direction of an AGV has occurred. Simulation results show that the presented method is useful for navigation control of AGV.

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A Steering Control of the Unmanned Container Transporter (무인 컨테이너 트랜스포터의 조향 제어)

  • Ha, H.K.;Lee, Y.J.;Yoon, Y.J.;Huh, N.;Lee, M.H.
    • Journal of Korean Port Research
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    • v.13 no.2
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    • pp.381-388
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    • 1999
  • To improve the productivity in the harbor, successful development of an UCT(Unmanned Container Transporter) is needed. Well-designed steering and velocity control systems are the key factor for the development of the UCT. In this paper, a research concerning the achievement of the steering control is introduced. To get an information on the guide line that the UCT should track, the vision system is applied. By using neural network, proper steering angle is gotten fast with less influence of the image disturbance. A simulation based on the UCT kinematics is performed with the measured steering angle, and it shows satisfactory results.

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A Study on the Real-Time Map Building of Mobile Robot Using Stereo Came (스테레오 비전을 이용한 이동로봇의 실시간 지도 작성을 위한 연구)

  • Sung, Yong-Won;Kim, Tae-Min;Lee, Min-Ki;Yoon, Tae-Sung
    • Proceedings of the KIEE Conference
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    • 2001.07d
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    • pp.2729-2731
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    • 2001
  • In this paper, we studied on the real-time environment map building for the mobile robot navigation using the stereo camera system. Distance measurement are necessary to build the environment map. We used a area-based stereo matching for the distance measurement with the stereo camera system. To reduce the computation time, we used DSP processor on the vision board, took a suitable area size for stereo matching, and used hierarchical search method. Using the fast acquired distance values, the environment map was built.

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A study on Practical Defect Detector using Efficient Thresholding Method

  • Pak, Myeongsuk;Truong, Mai Thanh Nhat;Kim, Sanghoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1509-1511
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    • 2015
  • Defect detection is one of the most challenging problems in industrial quality control. In this study we developed a vision-based defect detection system for wafer production. To achieve high-accuracy detection, Otsu method was improved so that it can handle both unimodal and bimodal distributions. After thresholding, detected defect regions in the wafer are classified and grouped into user-defined defect categories. The experimental result has proved the efficiency of our system.

Control of Camera Mounting on Unmanned Aerial Vehicle and Image Processing (무인 항공기 탑재 카메라 제어 및 영상처리)

  • Kim, Kwang-Jin;Ahn, Yong-Nam;Song, Yong-Kyu
    • Journal of Aerospace System Engineering
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    • v.3 no.4
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    • pp.11-18
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    • 2009
  • This paper is about EO sensor module control based on the image processing. The main purpose of this research is acquiring a latitude and longitude of the target located on the ground by using image processing. For image processing, OpenCV is employed which is a computer vision library originally developed by Intel, and ATmega128 is used for the EO sensor module control. This task also involves realization of control programs and acquisition of sensor view angle for the position of the target.

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Design Fuzzy Controller for the Ball Positioning System Based on the Knowledge Acquisition and Adaptation

  • Hyeon Bae;Jung, Jae-Ryong;Kim, Sungshin
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.7
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    • pp.603-610
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    • 2001
  • Industrial processes are normally operated by skilled humans who have the cumulative and logical information about the system. Fuzzy control has been investigated for many application. Intelligent control approaches based on fuzzy logic have a chance to include human thinking. This paper represents modeling approach based upon operators knowledge without mathematical model of the system and optimize the controller. The experimented system is constructed for sending a ball to the goal position using wind of two DC motors in the predefined path. A vision camera to mimic human eyes detects the ball position. The system used in this experiment could be hardly modeled by mathematical methods and ould not be easily controlled by conventional manners. The controller is designed based on the input-output data and experimental knowledge obtained by trials, and optimized under the predefined performance criterion. And this paper shows the data adaptation for changeable operating condition. When the system is driven in the abnormal condition with unconsidered noise, the new optimal operating parameters could be defined by adjusting membership functions. Thus, this technique could be applied in industrial fields.

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