• Title/Summary/Keyword: image-based visual servoing

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Visual Servo Navigation of a Mobile Robot Using Nonlinear Least Squares Optimization for Large Residual (비선형 최소 자승법을 이용한 이동 로봇의 비주얼 서보 네비게이션)

  • Kim, Gon-Woo;Nam, Kyung-Tae;Lee, Sang-Moo;Shon, Woong-Hee
    • The Journal of Korea Robotics Society
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    • v.2 no.4
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    • pp.327-333
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    • 2007
  • We propose a navigation algorithm using image-based visual servoing utilizing a fixed camera. We define the mobile robot navigation problem as an unconstrained optimization problem to minimize the image error between the goal position and the position of a mobile robot. The residual function which is the image error between the position of a mobile robot and the goal position is generally large for this navigation problem. So, this navigation problem can be considered as the nonlinear least squares problem for the large residual case. For large residual, we propose a method to find the second-order term using the secant approximation method. The performance was evaluated using the simulation.

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Image-based Visual Servoing Through Range and Feature Point Uncertainty Estimation of a Target for a Manipulator (목표물의 거리 및 특징점 불확실성 추정을 통한 매니퓰레이터의 영상기반 비주얼 서보잉)

  • Lee, Sanghyob;Jeong, Seongchan;Hong, Young-Dae;Chwa, Dongkyoung
    • Journal of Institute of Control, Robotics and Systems
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    • v.22 no.6
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    • pp.403-410
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    • 2016
  • This paper proposes a robust image-based visual servoing scheme using a nonlinear observer for a monocular eye-in-hand manipulator. The proposed control method is divided into a range estimation phase and a target-tracking phase. In the range estimation phase, the range from the camera to the target is estimated under the non-moving target condition to solve the uncertainty of an interaction matrix. Then, in the target-tracking phase, the feature point uncertainty caused by the unknown motion of the target is estimated and feature point errors converge sufficiently near to zero through compensation for the feature point uncertainty.

Visual Servoing for Humanoid Robot in a Distributed Environment (분산 환경에서 휴머노이드 로봇의 비주얼 서보잉)

  • Jie, Min-Seok;Hong, Seung-Beom;Lee, Joong-Jae
    • Journal of Advanced Navigation Technology
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    • v.13 no.5
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    • pp.705-713
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    • 2009
  • This paper proposes CORBA-based visual servoing system of humanoid robot. To effectively control the humanoid robot which is connected to network, it needs to define necessary services for visual servoing as distribution object, and realize them in the middleware. For realizing it following services should be addressed. Naming service for searching a necessary service with unique name assigned to each object, image service for supplying image obtained from stereo camera. In the experiment, we show the result of balloon tracking and bursting that the robot tracks balloons as target objects in the real time, and if a balloon stop for a certain time, then the robot bursts the balloon.

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An Auto-Tunning Fuzzy Rule-Based Visual Servoing Algorithm for a Alave Arm (자동조정 퍼지룰을 이용한 슬레이브 암의 시각서보)

  • Kim, Ju-Gon;Cha, Dong-Hyeok;Kim, Seung-Ho
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.20 no.10
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    • pp.3038-3047
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    • 1996
  • In telerobot systems, visual servoing of a task object for a slave arm with an eye-in-hand has drawn an interesting attention. As such a task ingenerally conducted in an unstructured environment, it is very difficult to define the inverse feature Jacobian matrix. To overcome this difficulty, this paper proposes an auto-tuning fuzzy rule-based visual servo algorithm. In this algorithm, a visual servo controller composed of fuzzy rules, receives feature errors as inputs and generates the change of have position as outputs. The fuzzy rules are tuned by using steepest gradient method of the cost function, which is defined as a quadratic function of feature errors. Since the fuzzy rules are tuned automatically, this method can be applied to the visual servoing of a slave arm in real time. The effctiveness of the proposed algorithm is verified through a series of simulations and experiments. The results show that through the learning procedure, the slave arm and track object in real time with reasonable accuracy.

Implementation of Real Time Visual Servoing Control for Robot Manipulator

  • Han, Sung-Hyun;Jung, Ding-Yean;Kim, Hong-Rae;Hashmoto, Hideki
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1650-1654
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    • 2004
  • This paper presents how it is effective to use many features for improving the speed and the accuracy of the visual servo systems. Some rank conditions which relate the image Jacobian and the control performance are derived. It is also proven that the accuracy is improved by increasing the number of features. Effectiveness of the redundant features is evaluated by the smallest singular value of the image Jacobian which is closely related to the accuracy with respect to the world coordinate system. Usefulness of the redundant features is verified by the real time experiments on a Dual-Arm Robot manipulator made in Samsung Electronic Co. Ltd.

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Real Time Implementation of Visual Servoing Control For Dual-Arm Robot Manipulator

  • Han, Sung-Hyun;Kim, Jung-Soo;Kim, Hong-Rae;Hashmoto, Hideki
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.778-782
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    • 2003
  • This paper presents how it is effective to use many features for improving the speed and the accuracy of the visual servo systems. Some rank conditions which relate the image Jacobian and the control performance are derived. It is also proven that the accuracy is improved by increasing the number of features. Effectiveness of the redundant features is evaluated by the smallest singular value of the image Jacobian which is closely related to the accuracy with respect to the world coordinate system. Usefulness of the redundant features is verified by the real time experiments on a Dual-Arm Robot manipulator made in Samsung Electronic Co. Ltd.

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Visual Servoing of an Eye-In-Hand Robot Based on Features (영상특징을 이용한 로봇의 시각적 구동 방법)

  • Jang, Won;Chung, Myung-Jin;Bien, Zeung-Nam
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.11
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    • pp.32-41
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    • 1990
  • This paper proposes a method of using image features in serving a robot manipulator. Specifically, the con-cept 'feature' is first mathematically defined and then differential relationship between the robot motion and feature vector is derived in terms of Feature Jacobian Matrix and its generalized inverse. Also, by using more features than the number of DOFs of the robot, the visual servoing performance is shown to be improv-ed. Via various examples, the method of feature-based servoing of a robot proposed in this paper is proved to be effective for conducting object-oriented robotic tasks.

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A Scheme for Assembling Parts Using Visual Servoing (Visual Servoing을 이용한 움직이는 부품의 조립기법)

  • Noh, Sang-Soo;Park, Sang-Bum;Lee, Boo-Hyung;Hahn, Young-Joon;Hahn, Hern-Soo
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.837-838
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    • 2006
  • This paper proposes a method of assembling parts using visual servoing in dynamic environment. We use SSD(Sum of Square Difference) based on adaptive template in order to detect a moving object in the case where the robot and the object both move. And the control input of the robot is obtained from the feed-back signal of the feature movement and the feed-forward signal of the camera movement in image plane.

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A Study on Visual Feedback Control of Industrial Articulated Robot

  • Shim, Byoung-Kyun;Lee, Woo-Song;Park, In-Man;hwang, Won-Jun;Choi, Young-Sik
    • Journal of the Korean Society of Industry Convergence
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    • v.17 no.1
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    • pp.27-34
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    • 2014
  • This paper proposes a new approach to the designed of visual feedback control system based on visual servoing method. The main focus of this paper is presented how it is effective to use many features for improving the accuracy of the visual feedback control of industrial articulated robot for assembling and inspection of parts. Some rank conditions, which relate the image Jacobian, and the control performance are derived. It is also proven that the accuracy is improved by increasing the number of features. The effectiveness of redundant features is verified by the real time experiments on a SCARA type robot(FARA) made in samsung electronics company.

A Study on Visual Feedback Control of Industrial Articulated Robot (산업용 다관절 로봇의 비주얼 피드백 제어에 관한 연구)

  • Shim, Byoung-Kyun;Han, Sung-Hyun
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.12 no.1
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    • pp.35-42
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    • 2013
  • This paper proposes a new approach to the designed of visual feedback control system based on visual servoing method. The main focus of this paper is presented how it is effective to use many features for improving the accuracy of the visual feedback control of industrial articulated robot for assembling and inspection of parts. Some rank conditions, which relate the image Jacobian, and the control performance are derived. It is also proven that the accuracy is improved by increasing the number of features. The effectiveness of redundant features is verified by the real time experiments on a SCARA type robot(FARA) made in samsung electronics company.