Skip to main content
Top

2016 | OriginalPaper | Chapter

34. Visual Servoing

Authors : François Chaumette, Seth Hutchinson, Peter Corke

Published in: Springer Handbook of Robotics

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This chapter introduces visual servo control, using computer vision data in the servo loop to control the motion of a robot. We first describe the basic techniques that are by now well established in the field. We give a general overview of the formulation of the visual servo control problem, and describe the two archetypal visual servo control schemes: image-based and pose-based visual servo control. We then discuss performance and stability issues that pertain to these two schemes, motivating advanced techniques. Of the many advanced techniques that have been developed, we discuss two-and-a-half-dimensional (2.5-D), hybrid, partitioned, and switched approaches. Having covered a variety of control schemes, we deal with target tracking and controlling motion directly in the joint space and extensions to under-actuated ground and aerial robots. We conclude by describing applications of visual servoing in robotics.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Literature
34.1
go back to reference L. Weiss, A. Sanderson, C. Neuman: Dynamic sensor-based control of robots with visual feedback, IEEE J. Robot. Autom. 3, 404–417 (1987)CrossRef L. Weiss, A. Sanderson, C. Neuman: Dynamic sensor-based control of robots with visual feedback, IEEE J. Robot. Autom. 3, 404–417 (1987)CrossRef
34.2
go back to reference S. Hutchinson, G. Hager, P. Corke: A tutorial on visual servo control, IEEE Trans. Robot. Autom. 12, 651–670 (1996)CrossRef S. Hutchinson, G. Hager, P. Corke: A tutorial on visual servo control, IEEE Trans. Robot. Autom. 12, 651–670 (1996)CrossRef
34.3
go back to reference B. Espiau, F. Chaumette, P. Rives: A new approach to visual servoing in robotics, IEEE Trans. Robot. Autom. 8, 313–326 (1992)CrossRef B. Espiau, F. Chaumette, P. Rives: A new approach to visual servoing in robotics, IEEE Trans. Robot. Autom. 8, 313–326 (1992)CrossRef
34.4
go back to reference J. Feddema, O. Mitchell: Vision-guided servoing with feature-based trajectory generation, IEEE Trans. Robot. Autom. 5, 691–700 (1989)CrossRef J. Feddema, O. Mitchell: Vision-guided servoing with feature-based trajectory generation, IEEE Trans. Robot. Autom. 5, 691–700 (1989)CrossRef
34.5
go back to reference D. Forsyth, J. Ponce: Computer Vision: A Modern Approach (Prentice Hall, Upper Saddle River 2003) D. Forsyth, J. Ponce: Computer Vision: A Modern Approach (Prentice Hall, Upper Saddle River 2003)
34.6
go back to reference Y. Ma, S. Soatto, J. Kosecka, S. Sastry: An Invitation to 3-D Vision: From Images to Geometric Models (Springer, New York 2003)MATH Y. Ma, S. Soatto, J. Kosecka, S. Sastry: An Invitation to 3-D Vision: From Images to Geometric Models (Springer, New York 2003)MATH
34.7
go back to reference P. Corke: Robotics, Vision and Control: Fundamental Algorithms in MATLAB (Springer, Berlin, Heidelberg 2011)MATHCrossRef P. Corke: Robotics, Vision and Control: Fundamental Algorithms in MATLAB (Springer, Berlin, Heidelberg 2011)MATHCrossRef
34.8
go back to reference H. Michel, P. Rives: Singularities in the Determination of the Situation of a Robot Effector from the Perspective View of Three Points. Res. Rep. RR-1850 (INRIA 1993) H. Michel, P. Rives: Singularities in the Determination of the Situation of a Robot Effector from the Perspective View of Three Points. Res. Rep. RR-1850 (INRIA 1993)
34.9
go back to reference M. Fischler, R. Bolles: Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography, Communications ACM 24, 381–395 (1981)MathSciNetCrossRef M. Fischler, R. Bolles: Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography, Communications ACM 24, 381–395 (1981)MathSciNetCrossRef
34.10
go back to reference E. Malis: Improving vision-based control using efficient second-order minimization techniques, IEEE Int. Conf. Robot. Autom., New Orleans (2004) pp. 1843–1848 E. Malis: Improving vision-based control using efficient second-order minimization techniques, IEEE Int. Conf. Robot. Autom., New Orleans (2004) pp. 1843–1848
34.12
go back to reference P. Corke, S. Hutchinson: A new partitioned approach to image-based visual servo control, IEEE Trans. Robot. Autom. 17, 507–515 (2001)CrossRef P. Corke, S. Hutchinson: A new partitioned approach to image-based visual servo control, IEEE Trans. Robot. Autom. 17, 507–515 (2001)CrossRef
34.13
go back to reference F. Chaumette: Potential problems of stability and convergence in image-based and position-based visual servoing, Lect. Note. Contr. Inform. Sci. 237, 66–78 (1998) F. Chaumette: Potential problems of stability and convergence in image-based and position-based visual servoing, Lect. Note. Contr. Inform. Sci. 237, 66–78 (1998)
34.14
go back to reference E. Malis: Visual servoing invariant to changes in camera intrinsic parameters, IEEE Trans. Robot. Autom. 20, 72–81 (2004)CrossRef E. Malis: Visual servoing invariant to changes in camera intrinsic parameters, IEEE Trans. Robot. Autom. 20, 72–81 (2004)CrossRef
34.15
34.16
go back to reference G. Hager, W. Chang, A. Morse: Robot feedback control based on stereo vision: Towards calibration-free hand-eye coordination, IEEE Control Syst. Mag. 15, 30–39 (1995)CrossRef G. Hager, W. Chang, A. Morse: Robot feedback control based on stereo vision: Towards calibration-free hand-eye coordination, IEEE Control Syst. Mag. 15, 30–39 (1995)CrossRef
34.17
go back to reference M. Iwatsuki, N. Okiyama: A new formulation of visual servoing based on cylindrical coordinate system, IEEE Trans. Robot. Autom. 21, 266–273 (2005)CrossRef M. Iwatsuki, N. Okiyama: A new formulation of visual servoing based on cylindrical coordinate system, IEEE Trans. Robot. Autom. 21, 266–273 (2005)CrossRef
34.18
go back to reference F. Chaumette, P. Rives, B. Espiau: Classification and realization of the different vision-based tasks, Robot. Autom. Syst. 7, 199–228 (1993) F. Chaumette, P. Rives, B. Espiau: Classification and realization of the different vision-based tasks, Robot. Autom. Syst. 7, 199–228 (1993)
34.19
go back to reference A. Castano, S. Hutchinson: Visual compliance: Task directed visual servo control, IEEE Trans. Robot. Autom. 10, 334–342 (1994)CrossRef A. Castano, S. Hutchinson: Visual compliance: Task directed visual servo control, IEEE Trans. Robot. Autom. 10, 334–342 (1994)CrossRef
34.20
go back to reference G. Hager: A modular system for robust positioning using feedback from stereo vision, IEEE Trans. Robot. Autom. 13, 582–595 (1997)CrossRef G. Hager: A modular system for robust positioning using feedback from stereo vision, IEEE Trans. Robot. Autom. 13, 582–595 (1997)CrossRef
34.21
go back to reference F. Chaumette: Image moments: A general and useful set of features for visual servoing, IEEE Trans. Robot. Autom. 20, 713–723 (2004)CrossRef F. Chaumette: Image moments: A general and useful set of features for visual servoing, IEEE Trans. Robot. Autom. 20, 713–723 (2004)CrossRef
34.22
go back to reference O. Tahri, F. Chaumette: Point-based and region-based image moments for visual servoing of planar objects, IEEE Trans. Robot. 21, 1116–1127 (2005)CrossRef O. Tahri, F. Chaumette: Point-based and region-based image moments for visual servoing of planar objects, IEEE Trans. Robot. 21, 1116–1127 (2005)CrossRef
34.23
go back to reference C. Geyer, K. Daniilidis: Catadioptric projective geometry, Int. J. Comput. Vis. 45(3), 223–243 (2001)MATHCrossRef C. Geyer, K. Daniilidis: Catadioptric projective geometry, Int. J. Comput. Vis. 45(3), 223–243 (2001)MATHCrossRef
34.24
go back to reference T. Hamel, R. Mahony: Visual servoing of an under-actuated dynamic rigid-body system: An image-based approach, IEEE Trans Robot. 18(2), 187–198 (2002)CrossRef T. Hamel, R. Mahony: Visual servoing of an under-actuated dynamic rigid-body system: An image-based approach, IEEE Trans Robot. 18(2), 187–198 (2002)CrossRef
34.25
go back to reference I. Suh: Visual servoing of robot manipulators by fuzzy membership function based neural networks. In: Visual Servoing, Robotics and Automated Systems, Vol. 7, ed. by K. Hashimoto (World Scientific, Singapore 1993) pp. 285–315CrossRef I. Suh: Visual servoing of robot manipulators by fuzzy membership function based neural networks. In: Visual Servoing, Robotics and Automated Systems, Vol. 7, ed. by K. Hashimoto (World Scientific, Singapore 1993) pp. 285–315CrossRef
34.26
go back to reference G. Wells, C. Venaille, C. Torras: Vision-based robot positioning using neural networks, Image Vis. Comput. 14, 75–732 (1996)CrossRef G. Wells, C. Venaille, C. Torras: Vision-based robot positioning using neural networks, Image Vis. Comput. 14, 75–732 (1996)CrossRef
34.27
go back to reference J.T. Lapresté, F. Jurie, F. Chaumette: An efficient method to compute the inverse jacobian matrix in visual servoing, IEEE Int. Conf. Robot. Autom., New Orleans (2004) pp. 727–732 J.T. Lapresté, F. Jurie, F. Chaumette: An efficient method to compute the inverse jacobian matrix in visual servoing, IEEE Int. Conf. Robot. Autom., New Orleans (2004) pp. 727–732
34.28
go back to reference K. Hosada, M. Asada: Versatile visual servoing without knowledge of true jacobian, IEEE/RSJ Int. Conf. Intell. Robots Syst., München (1994) pp. 186–193 K. Hosada, M. Asada: Versatile visual servoing without knowledge of true jacobian, IEEE/RSJ Int. Conf. Intell. Robots Syst., München (1994) pp. 186–193
34.29
go back to reference M. Jägersand, O. Fuentes, R. Nelson: Experimental evaluation of uncalibrated visual servoing for precision manipulation, IEEE Int. Conf. Robot. Autom., Albuquerque (1997) pp. 2874–2880 M. Jägersand, O. Fuentes, R. Nelson: Experimental evaluation of uncalibrated visual servoing for precision manipulation, IEEE Int. Conf. Robot. Autom., Albuquerque (1997) pp. 2874–2880
34.30
go back to reference J. Piepmeier, G.M. Murray, H. Lipkin: Uncalibrated dynamic visual servoing, IEEE Trans. Robot. Autom. 20, 143–147 (2004)CrossRef J. Piepmeier, G.M. Murray, H. Lipkin: Uncalibrated dynamic visual servoing, IEEE Trans. Robot. Autom. 20, 143–147 (2004)CrossRef
34.31
go back to reference K. Deguchi: Direct interpretation of dynamic images and camera motion for visual servoing without image feature correspondence, J. Robot. Mechatron. 9(2), 104–110 (1997)CrossRef K. Deguchi: Direct interpretation of dynamic images and camera motion for visual servoing without image feature correspondence, J. Robot. Mechatron. 9(2), 104–110 (1997)CrossRef
34.32
go back to reference W. Wilson, C. Hulls, G. Bell: Relative end-effector control using cartesian position based visual servoing, IEEE Trans. Robot. Autom. 12, 684–696 (1996)CrossRef W. Wilson, C. Hulls, G. Bell: Relative end-effector control using cartesian position based visual servoing, IEEE Trans. Robot. Autom. 12, 684–696 (1996)CrossRef
34.33
go back to reference B. Thuilot, P. Martinet, L. Cordesses, J. Gallice: Position based visual servoing: Keeping the object in the field of vision, IEEE Int. Conf. Robot. Autom., Washington (2002) pp. 1624–1629 B. Thuilot, P. Martinet, L. Cordesses, J. Gallice: Position based visual servoing: Keeping the object in the field of vision, IEEE Int. Conf. Robot. Autom., Washington (2002) pp. 1624–1629
34.34
go back to reference D. Dementhon, L. Davis: Model-based object pose in 25 lines of code, Int. J. Comput. Vis. 15, 123–141 (1995)CrossRef D. Dementhon, L. Davis: Model-based object pose in 25 lines of code, Int. J. Comput. Vis. 15, 123–141 (1995)CrossRef
34.35
go back to reference D. Lowe: Three-dimensional object recognition from single two-dimensional images, Artif. Intell. 31(3), 355–395 (1987)CrossRef D. Lowe: Three-dimensional object recognition from single two-dimensional images, Artif. Intell. 31(3), 355–395 (1987)CrossRef
34.36
go back to reference E. Malis, F. Chaumette, S. Boudet: 2-1/2 D visual servoing, IEEE Trans. Robot. Autom. 15, 238–250 (1999)CrossRef E. Malis, F. Chaumette, S. Boudet: 2-1/2 D visual servoing, IEEE Trans. Robot. Autom. 15, 238–250 (1999)CrossRef
34.37
go back to reference E. Malis, F. Chaumette: Theoretical improvements in the stability analysis of a new class of model-free visual servoing methods, IEEE Trans. Robot. Autom. 18, 176–186 (2002)CrossRef E. Malis, F. Chaumette: Theoretical improvements in the stability analysis of a new class of model-free visual servoing methods, IEEE Trans. Robot. Autom. 18, 176–186 (2002)CrossRef
34.38
go back to reference J. Chen, D. Dawson, W. Dixon, A. Behal: Adaptive homography-based visual servo tracking for fixed camera-in-hand configurations, IEEE Trans. Control Syst. Technol. 13, 814–825 (2005)CrossRef J. Chen, D. Dawson, W. Dixon, A. Behal: Adaptive homography-based visual servo tracking for fixed camera-in-hand configurations, IEEE Trans. Control Syst. Technol. 13, 814–825 (2005)CrossRef
34.39
go back to reference G. Morel, T. Leibezeit, J. Szewczyk, S. Boudet, J. Pot: Explicit incorporation of 2-D constraints in vision-based control of robot manipulators, Lect. Note. Contr. Inform. Sci. 250, 99–108 (2000) G. Morel, T. Leibezeit, J. Szewczyk, S. Boudet, J. Pot: Explicit incorporation of 2-D constraints in vision-based control of robot manipulators, Lect. Note. Contr. Inform. Sci. 250, 99–108 (2000)
34.40
go back to reference F. Chaumette, E. Malis: 2 1/2 D visual servoing: a possible solution to improve image-based and position-based visual servoings, IEEE Int. Conf. Robot. Autom., San Fransisco (2000) pp. 630–635 F. Chaumette, E. Malis: 2 1/2 D visual servoing: a possible solution to improve image-based and position-based visual servoings, IEEE Int. Conf. Robot. Autom., San Fransisco (2000) pp. 630–635
34.41
go back to reference E. Cervera, A.D. Pobil, F. Berry, P. Martinet: Improving image-based visual servoing with three-dimensional features, Int. J. Robot. Res. 22, 821–840 (2004)CrossRef E. Cervera, A.D. Pobil, F. Berry, P. Martinet: Improving image-based visual servoing with three-dimensional features, Int. J. Robot. Res. 22, 821–840 (2004)CrossRef
34.42
go back to reference F. Schramm, G. Morel, A. Micaelli, A. Lottin: Extended 2-D visual servoing, IEEE Int. Conf. Robot. Autom., New Orleans (2004) pp. 267–273 F. Schramm, G. Morel, A. Micaelli, A. Lottin: Extended 2-D visual servoing, IEEE Int. Conf. Robot. Autom., New Orleans (2004) pp. 267–273
34.43
go back to reference N. Papanikolopoulos, P. Khosla, T. Kanade: Visual tracking of a moving target by a camera mounted on a robot: A combination of vision and control, IEEE Trans. Robot. Autom. 9, 14–35 (1993)CrossRef N. Papanikolopoulos, P. Khosla, T. Kanade: Visual tracking of a moving target by a camera mounted on a robot: A combination of vision and control, IEEE Trans. Robot. Autom. 9, 14–35 (1993)CrossRef
34.44
go back to reference K. Hashimoto, H. Kimura: LQ optimal and nonlinear approaches to visual servoing, Robot. Autom. Syst. 7, 165–198 (1993) K. Hashimoto, H. Kimura: LQ optimal and nonlinear approaches to visual servoing, Robot. Autom. Syst. 7, 165–198 (1993)
34.45
go back to reference B. Nelson, P. Khosla: Strategies for increasing the tracking region of an eye-in-hand system by singularity and joint limit avoidance, Int. J. Robot. Res. 14, 225–269 (1995)CrossRef B. Nelson, P. Khosla: Strategies for increasing the tracking region of an eye-in-hand system by singularity and joint limit avoidance, Int. J. Robot. Res. 14, 225–269 (1995)CrossRef
34.46
go back to reference B. Nelson, P. Khosla: Force and vision resolvability for assimilating disparate sensory feedback, IEEE Trans. Robot. Autom. 12, 714–731 (1996)CrossRef B. Nelson, P. Khosla: Force and vision resolvability for assimilating disparate sensory feedback, IEEE Trans. Robot. Autom. 12, 714–731 (1996)CrossRef
34.47
go back to reference R. Sharma, S. Hutchinson: Motion perceptibility and its application to active vision-based servo control, IEEE Trans. Robot. Autom. 13, 607–617 (1997)CrossRef R. Sharma, S. Hutchinson: Motion perceptibility and its application to active vision-based servo control, IEEE Trans. Robot. Autom. 13, 607–617 (1997)CrossRef
34.48
go back to reference E. Marchand, F. Chaumette, A. Rizzo: Using the task function approach to avoid robot joint limits and kinematic singularities in visual servoing, IEEE/RSJ Int. Conf. Intell. Robots Syst., Osaka (1996) pp. 1083–1090 E. Marchand, F. Chaumette, A. Rizzo: Using the task function approach to avoid robot joint limits and kinematic singularities in visual servoing, IEEE/RSJ Int. Conf. Intell. Robots Syst., Osaka (1996) pp. 1083–1090
34.49
go back to reference E. Marchand, G. Hager: Dynamic sensor planning in visual servoing, IEEE Int. Conf. Robot. Autom., Leuven (1998) pp. 1988–1993 E. Marchand, G. Hager: Dynamic sensor planning in visual servoing, IEEE Int. Conf. Robot. Autom., Leuven (1998) pp. 1988–1993
34.50
go back to reference N. Cowan, J. Weingarten, D. Koditschek: Visual servoing via navigation functions, IEEE Trans. Robot. Autom. 18, 521–533 (2002)CrossRef N. Cowan, J. Weingarten, D. Koditschek: Visual servoing via navigation functions, IEEE Trans. Robot. Autom. 18, 521–533 (2002)CrossRef
34.51
go back to reference N. Gans, S. Hutchinson: An asymptotically stable switched system visual controller for eye in hand robots, IEEE/RSJ Int. Conf. Intell. Robots Syst., Las Vegas (2003) pp. 735–742 N. Gans, S. Hutchinson: An asymptotically stable switched system visual controller for eye in hand robots, IEEE/RSJ Int. Conf. Intell. Robots Syst., Las Vegas (2003) pp. 735–742
34.52
go back to reference G. Chesi, K. Hashimoto, D. Prattichizio, A. Vicino: Keeping features in the field of view in eye-in-hand visual servoing: a switching approach, IEEE Trans. Robot. Autom. 20, 908–913 (2004)CrossRef G. Chesi, K. Hashimoto, D. Prattichizio, A. Vicino: Keeping features in the field of view in eye-in-hand visual servoing: a switching approach, IEEE Trans. Robot. Autom. 20, 908–913 (2004)CrossRef
34.53
go back to reference K. Hosoda, K. Sakamato, M. Asada: Trajectory generation for obstacle avoidance of uncalibrated stereo visual servoing without 3-D reconstruction, IEEE/RSJ Int. Conf. Intell. Robots Syst. 3, Pittsburgh (1995) pp. 29–34 K. Hosoda, K. Sakamato, M. Asada: Trajectory generation for obstacle avoidance of uncalibrated stereo visual servoing without 3-D reconstruction, IEEE/RSJ Int. Conf. Intell. Robots Syst. 3, Pittsburgh (1995) pp. 29–34
34.54
go back to reference Y. Mezouar, F. Chaumette: Path planning for robust image-based control, IEEE Trans. Robot. Autom. 18, 534–549 (2002)CrossRef Y. Mezouar, F. Chaumette: Path planning for robust image-based control, IEEE Trans. Robot. Autom. 18, 534–549 (2002)CrossRef
34.55
go back to reference G. Chesi: Visual servoing path-planning via homogeneous forms and LMI optimizations, IEEE Trans. Robot. 25(2), 281–291 (2009)CrossRef G. Chesi: Visual servoing path-planning via homogeneous forms and LMI optimizations, IEEE Trans. Robot. 25(2), 281–291 (2009)CrossRef
34.56
go back to reference L. Matthies, T. Kanade, R. Szeliski: Kalman filter-based algorithms for estimating depth from image sequences, Int. J. Comput. Vis. 3(3), 209–238 (1989)CrossRef L. Matthies, T. Kanade, R. Szeliski: Kalman filter-based algorithms for estimating depth from image sequences, Int. J. Comput. Vis. 3(3), 209–238 (1989)CrossRef
34.57
go back to reference C.E. Smith, N. Papanikolopoulos: Computation of shape through controlled active exploration, IEEE Int. Conf. Robot. Autom., San Diego (1994) pp. 2516–2521 C.E. Smith, N. Papanikolopoulos: Computation of shape through controlled active exploration, IEEE Int. Conf. Robot. Autom., San Diego (1994) pp. 2516–2521
34.58
go back to reference A. De Luca, G. Oriolo, P. Robuffo Giordano: Feature depth observation for image-based visual servoing: Theory and experiments, Int. J. Robot. Res. 27(10), 1093–1116 (2008)CrossRef A. De Luca, G. Oriolo, P. Robuffo Giordano: Feature depth observation for image-based visual servoing: Theory and experiments, Int. J. Robot. Res. 27(10), 1093–1116 (2008)CrossRef
34.59
go back to reference R. Basri, E. Rivlin, I. Shimshoni: Visual homing: Surfing on the epipoles, Int. J. Comput. Vis. 33, 117–137 (1999)CrossRef R. Basri, E. Rivlin, I. Shimshoni: Visual homing: Surfing on the epipoles, Int. J. Comput. Vis. 33, 117–137 (1999)CrossRef
34.60
go back to reference E. Malis, F. Chaumette, S. Boudet: 2 1/2 D visual servoing with respect to unknown objects through a new estimation scheme of camera displacement, Int. J. Comput. Vis. 37, 79–97 (2000)MATHCrossRef E. Malis, F. Chaumette, S. Boudet: 2 1/2 D visual servoing with respect to unknown objects through a new estimation scheme of camera displacement, Int. J. Comput. Vis. 37, 79–97 (2000)MATHCrossRef
34.61
go back to reference O. Faugeras: Three-Dimensional Computer Vision: A Geometric Viewpoint (MIT Press, Cambridge 1993) O. Faugeras: Three-Dimensional Computer Vision: A Geometric Viewpoint (MIT Press, Cambridge 1993)
34.62
go back to reference G. Silveira, E. Malis: Direct visual servoing: Vision-based estimation and control using only nonmetric information, IEEE Trans. Robot. 28(4), 974–980 (2012)CrossRef G. Silveira, E. Malis: Direct visual servoing: Vision-based estimation and control using only nonmetric information, IEEE Trans. Robot. 28(4), 974–980 (2012)CrossRef
34.63
go back to reference P. Corke, M. Goods: Controller design for high performance visual servoing, 12th World Congr. IFAC'93, Sydney (1993) pp. 395–398 P. Corke, M. Goods: Controller design for high performance visual servoing, 12th World Congr. IFAC'93, Sydney (1993) pp. 395–398
34.64
go back to reference F. Bensalah, F. Chaumette: Compensation of abrupt motion changes in target tracking by visual servoing, IEEE/RSJ Int. Conf. Intell. Robots Syst., Pittsburgh (1995) pp. 181–187 F. Bensalah, F. Chaumette: Compensation of abrupt motion changes in target tracking by visual servoing, IEEE/RSJ Int. Conf. Intell. Robots Syst., Pittsburgh (1995) pp. 181–187
34.65
go back to reference P. Allen, B. Yoshimi, A. Timcenko, P. Michelman: Automated tracking and grasping of a moving object with a robotic hand-eye system, IEEE Trans. Robot. Autom. 9, 152–165 (1993)CrossRef P. Allen, B. Yoshimi, A. Timcenko, P. Michelman: Automated tracking and grasping of a moving object with a robotic hand-eye system, IEEE Trans. Robot. Autom. 9, 152–165 (1993)CrossRef
34.66
go back to reference K. Hashimoto, H. Kimura: Visual servoing with non linear observer, IEEE Int. Conf. Robot. Autom., Nagoya (1995) pp. 484–489 K. Hashimoto, H. Kimura: Visual servoing with non linear observer, IEEE Int. Conf. Robot. Autom., Nagoya (1995) pp. 484–489
34.67
go back to reference A. Rizzi, D. Koditschek: An active visual estimator for dexterous manipulation, IEEE Trans. Robot. Autom. 12, 697–713 (1996)CrossRef A. Rizzi, D. Koditschek: An active visual estimator for dexterous manipulation, IEEE Trans. Robot. Autom. 12, 697–713 (1996)CrossRef
34.68
go back to reference R. Ginhoux, J. Gangloff, M. de Mathelin, L. Soler, M.A. Sanchez, J. Marescaux: Active filtering of physiological motion in robotized surgery using predictive control, IEEE Trans. Robot. 21, 67–79 (2005)CrossRef R. Ginhoux, J. Gangloff, M. de Mathelin, L. Soler, M.A. Sanchez, J. Marescaux: Active filtering of physiological motion in robotized surgery using predictive control, IEEE Trans. Robot. 21, 67–79 (2005)CrossRef
34.69
go back to reference J. Gangloff, M. de Mathelin: Visual servoing of a 6-DOF manipulator for unknown 3-D profile following, IEEE Trans. Robot. Autom. 18, 511–520 (2002)CrossRef J. Gangloff, M. de Mathelin: Visual servoing of a 6-DOF manipulator for unknown 3-D profile following, IEEE Trans. Robot. Autom. 18, 511–520 (2002)CrossRef
34.70
go back to reference R. Tsai, R. Lenz: A new technique for fully autonomous efficient 3-D robotics hand-eye calibration, IEEE Trans. Robot. Autom. 5, 345–358 (1989)CrossRef R. Tsai, R. Lenz: A new technique for fully autonomous efficient 3-D robotics hand-eye calibration, IEEE Trans. Robot. Autom. 5, 345–358 (1989)CrossRef
34.71
go back to reference N. Guenard, T. Hamel, R. Mahony: A practical visual servo control for an unmanned aerial vehicle, IEEE Trans. Robot. 24(2), 331–340 (2008)CrossRef N. Guenard, T. Hamel, R. Mahony: A practical visual servo control for an unmanned aerial vehicle, IEEE Trans. Robot. 24(2), 331–340 (2008)CrossRef
34.72
go back to reference G.L. Mariottini, G. Oriolo, D. Prattichizo: Image-based visual servoing for nonholonomic mobile robots using epipolar geometry, IEEE Trans. Robot. 23(1), 87–100 (2007)CrossRef G.L. Mariottini, G. Oriolo, D. Prattichizo: Image-based visual servoing for nonholonomic mobile robots using epipolar geometry, IEEE Trans. Robot. 23(1), 87–100 (2007)CrossRef
34.73
go back to reference G. Lopez-Nicolas, J.J. Guerrero, C. Sagues: Visual control through the trifocal tensor for nonholonomic robots, Robot. Auton. Syst. 58(2), 216–226 (2010)CrossRef G. Lopez-Nicolas, J.J. Guerrero, C. Sagues: Visual control through the trifocal tensor for nonholonomic robots, Robot. Auton. Syst. 58(2), 216–226 (2010)CrossRef
34.74
go back to reference P. Corke: Robotics, Vision and Control: Fundamental Algorithms in MATLAB, Springer Tracts in Advanced Robotics, Vol. 73 (Springer, Berlin, Heidelberg 2011)MATHCrossRef P. Corke: Robotics, Vision and Control: Fundamental Algorithms in MATLAB, Springer Tracts in Advanced Robotics, Vol. 73 (Springer, Berlin, Heidelberg 2011)MATHCrossRef
34.75
go back to reference A. Crétual, F. Chaumette: Visual servoing based on image motion, Int. J. Robot. Res. 20(11), 857–877 (2001)CrossRef A. Crétual, F. Chaumette: Visual servoing based on image motion, Int. J. Robot. Res. 20(11), 857–877 (2001)CrossRef
34.76
go back to reference C. Collewet, E. Marchand: Photometric visual servoing, IEEE Trans. Robot. 27(4), 828–834 (2011)CrossRef C. Collewet, E. Marchand: Photometric visual servoing, IEEE Trans. Robot. 27(4), 828–834 (2011)CrossRef
34.77
go back to reference R. Mebarki, A. Krupa, F. Chaumette: 2D ultrasound probe complete guidance by visual servoing using image moments, IEEE Trans. Robot. 26(2), 296–306 (2010)CrossRef R. Mebarki, A. Krupa, F. Chaumette: 2D ultrasound probe complete guidance by visual servoing using image moments, IEEE Trans. Robot. 26(2), 296–306 (2010)CrossRef
Metadata
Title
Visual Servoing
Authors
François Chaumette
Seth Hutchinson
Peter Corke
Copyright Year
2016
Publisher
Springer International Publishing
DOI
https://doi.org/10.1007/978-3-319-32552-1_34