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The Agile Stereo Pair for active vision

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Abstract

This paper presents a new stereo sensor for active vision. Its cameras are mounted on two independent 2-DOF manipulators, which are themselves mounted on two translation stages. The system is designed for fast and accurate dynamical adjustments of gaze, vergence, and baseline. A complete description of its software and hardware components is given, including a detailed discussion of its calibration procedure. The performance of the sensor with respect to dynamical properties and measurement accuracy is also demonstrated through both simulations and experiments.

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References

  1. Buffa, M., Faugeras, O., Zhang, Z.: A stereovision-based navigation system for a mobile robot. Technical Report 1895, INRIA, France (1993)

  2. Dima, C., Lacroix, S.: Using multiple disparity hypotheses for improved indoor stereo. Technical Report 01458, LAAS, France (2001)

  3. Lacroix, S., Jung, I.K., Mallet, A.: Digital elevation map building with low altitude stereo imagery. In: 9th Symposium on Intelligent Robotic Systems, pp. 207–216. Toulouse, France (2001)

  4. Mallet, A., Lacroix, S., Gallo, L.: Postion estimation in outdoor environments using pixel tracking and stereovision. In: International Conference on Robotics and Automation, vol. 4, pp. 3519–3524. San Francisco, CA, USA, IEEE (2000)

  5. Moravec, H.P.: Robot spatial perception by stereoscopic vision and 3d evidence grids. Technical Report CMU-RI-TR-96-34, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA (1996)

  6. Bajcsy, R.: Active perception. Proc. IEEE, Special issue on Computer Vision 76(8), 966–1005 (1988)

  7. Aloimonos, J.Y., Weiss, I., Bandyopadhyay, A.: Active vision. Int. J. Comput. Vis. 1, 333–356 (1988)

    Article  Google Scholar 

  8. Krotkov, E., Fuma, F., Summers, J.: An agile stereo camera system for flexible image acquisition. IEEE J. Robot. Automat. 4(1), 108–113 (1988)

    Article  Google Scholar 

  9. Ballard, D.: Animate vision. Artif. Intell. 48, 57–86 (1991)

    Article  Google Scholar 

  10. Pahlavan, K., Eklundh, J.-O.: A head–eye system: Analysis and design. CVGIP: Image Understand. 56(1), 41–56 (1992)

    Article  MATH  Google Scholar 

  11. Milios, E., Jenkin, M., Tsotsos, J.: Design and performance of trish, a binocular robot head with torsional eye movements. Int. J. Pattern Recog. Artif. Intell. 7(1), 51–68 (1993)

    Article  Google Scholar 

  12. Wavering, A.J., Fiala, J.C., Roberts, K.J., Lumia, R.: Triclops: A high-performance trinocular active vision system. In: Proceedings of the IEEE International Conference on Robotics and Automation, vol. 3, pp. 410–417. Atlanta, GA (1993)

  13. Kandel, E.R., Schwartz, J.H., Jessell, T.M.: Principles of Neural Science, 3 edn. Elsevier, New York (1991)

    Google Scholar 

  14. Tsotsos, J.K., Verghese, G., Dickenson, S., Jenkin, M., Jepson, A., Milios, E., Nuflo, F., Stevenson, S., Black, M., Metaxas, D., Culhane, S., Ye, Y., Mann, R.: Playbot: A visually-guided robot to assist physically disabled children in play. Image Vis. Comput. J. 16, 275–292 (1998)

    Article  Google Scholar 

  15. Sharkey, P.M., Murray, D.W., McLauchlan, P.F., Brooker, J.P.: Hardware development of the yorick series of active vision systems. Microprocess. Microsyst. 21(6), 363–375 (1998)

    Article  Google Scholar 

  16. Truong, H., Abdallah, S., Rougeaux, S., Zelinsky, A.: A novel mechanism for stereo active vision. In: Conference on Robotics and Automation (ACRA2000), Melbourne Australia (2000)

  17. Dankers, A., Zelinsky, A.: Cedar: A real-world vision system. Mechanism, control and visual processing. Machine Vis. Appl. 16, 47–58 (2004)

    Google Scholar 

  18. Nakabo, Y., Fujikawa, N., Mukai, T., Takeuchi, Y., Ohnishi, N.: High-speed and bio-mimetic control of a stereo head system. In: SICE Annual Conference in Sapporo, pp. 2371–2376 (2004)

  19. Shih, S.-W., Hung, Y.-P., Lin, W.-S.: Calibration of an active binocular head. IEEE Trans. Syst. Man Cybern. A 28(4), 426–442 (1998)

    Article  Google Scholar 

  20. Crowley, J.L., Bobet, P., Mesrabi, M.: Layered control of a binocular camera head. Int. J. Pattern Recog. Artif. Intell. 7(1), 109–122 (1993)

    Article  Google Scholar 

  21. Beymer, D., Flickner, M.: Eye gaze tracking using an active stereo head. In: Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'03), vol. 2, pp. 451–458 (2003)

  22. Gosselin, C.M., St-Pierre, E.: Development and experimentation of a fast three-degree-of-freedom camera-orienting device. Int. J. Robot. Res. 16(5), 619–630, (1997)

    Article  Google Scholar 

  23. Gosselin, C.M., Caron, F.: Two degree-of-freedom spherical orienting device. US Patent 5966991 (1999)

  24. Caron, F.: Analyse et conception d'un manipulateur parallèle sphérique à deux degrés de liberté pour l'orientation d'une caméra. Master's thesis, Laval University, Quebec, QC, Canada G1K 7P4 (1997)

  25. Hemayed, E.E.: A survey of camera self-calibration. In: Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS'03), pp. 351–357 (2003)

  26. Maybank, S.J., Faugeras, O.D.: A theory of self-calibration of a moving camera. Int. J. Comput. Vis. 8(2), 123–151 (1992)

    Article  Google Scholar 

  27. Faugeras, O., Luong, Q.-T.: The Geometry of Multiple Images: The Laws that Govern the Formation of Multiple Images of a Scene and Some of their Applications, 1st edn. The MIT Press, Cambridge, Massachusetts (2001)

    MATH  Google Scholar 

  28. Zhang, Z.: A flexible new technique for camera calibration. IEEE Trans. Pattern Anal. Machine Intell. 22(11), 1330–1334 (2000)

    Article  Google Scholar 

  29. Garcia, D., Orteu, J.-J., Devy, M.: Accurate calibration of a stereovision sensor: Comparison of different approaches. In: 5th Workshop on Vision, Modeling, and Visualization, Saarbrücken (Germany) (2000). Rapport LAAS No00301

  30. Ferrier, N.J., Clark, J.J.: The harvard binocular head. Int. J. Pattern Recognit. Artif. Intell. 7(1), 9–31 (1993)

    Article  Google Scholar 

  31. Urquhart, C.W., Siebert, J.P.: Development of a precision active stereo system. In: Proceedings of the 1992 IEEE International Symposium on Intelligent Control, pp. 354–359. Glasgow, UK (1992)

  32. Ji, Q., Dai, S.: Self-calibration of a rotating camera with a translational offset. IEEE Trans. Robot. Automat. 20(1), 1–14 (2004)

    Article  MATH  Google Scholar 

  33. Wang, L., Kang, S.B., Shum, H.-Y., Xu, G.: Error analysis of pure rotation-based self-calibration. IEEE Trans. Pattern Anal. Machine Intell. 26(2), 275–280 (2004)

    Article  Google Scholar 

  34. Hayman, E., Murray, D.W.: The effects of translational misalignment when self-calibrating rotating and zooming cameras. IEEE Trans. Pattern Anal. Machine Intell. 25(8), 1015–1020 (2003)

    Article  Google Scholar 

  35. Li, M.: Kinematic calibration of an active head-eye system. IEEE Trans. Robot. Automat. 14(1), 153–158 (1998)

    Article  Google Scholar 

  36. DeSouza, G.N., Jones, A.H., Kak, A.C.: A world-independent approach for the calibration of mobile robotics active stereo heads. In: Proceedings of the 2002 IEEE International Conference on Robotics and Automation, Washington, DC, pp. 3336–3341 (2002)

  37. Wada, T., Matsuyama, T.: Appearance sphere: background model for pan-tilt-zoom camera. In: Proceedings of 13th International Conference on Pattern Recognition, pp. 718–722 Vienna, Austria, (1996)

  38. Brooks, A., Dickins, G., Zelinsky, A., Kieffer, J., Abdallah, S.: A high-performance camera platform for real-time active vision. In: Proceedings of the First International Conference on Field and Service Robotics, pp. 559–564. Canberra, Australia (1997)

  39. Rodieck, R.W.: The First Steps in Seeing. Sinauer Associates, 1st edn. (1998)

  40. Davison, A.J., Murray, D.W.: Mobile robot localization using active vision. In: Proceedings of the 5th European Conference on Computer Vision, Freiburg, Germany, vol. 1407, pp. 809–825. Springer-Verlag, Berlin (1998)

  41. Abbott, A.L., Ahuja, N.: Active stereo: Integrating disparity, vergence, focus, aperture, and calibration for surface estimation. IEEE Trans. Pattern Anal. Machine Intell. 15(10), 1007–1029 (1993)

    Article  Google Scholar 

  42. Klarquist, W.N., Bovik, A.C.: Fovea: A foveated vergent active stereo vision system for dynamic three-dimensional scene recovery. IEEE Trans. Robot. Automat. 14(5), 755–770 (1998)

    Article  Google Scholar 

  43. Lin, C.-Y., Shih, S.-W., Hung, Y.-P., Tang, G.Y.: A new approach to automatic reconstruction of a 3-d world using active stereo vision. Comput. Vis. Image Understand. 85(2), 117–143 (2002)

    Article  MATH  Google Scholar 

  44. Atienza, R., Zelinsky, A.: Active gaze tracking for human–robot interaction. In: Fourth IEEE International Conference on Multimodal Interfaces, pp. 261–266 (2002)

  45. Okutomi, M., Kanade, T.: A multiple-baseline stereo. IEEE Trans. Pattern Anal. Machine Intell. 15(4), 353–363 (1993)

    Article  Google Scholar 

  46. Jeon, J., Kim, K., Kim, C., Ho, Y.-S.: A robust stereo-matching algorithm using multiple-baseline cameras. In: PACRIM. 2001, IEEE Pacific Rim Conference on Communications, Computers and signal Processing, vol. 1, pp. 263–266 (2001)

  47. Demiristt, J., Rougeaux, S., Hayes, G.M., Berthouze, L., Kuniyoshi, Y.: Deferred imitation of human head movements by an active stereo vision head. In: Proceedings of the 6th IEEE International Workshop on Robot and Human Communication, pp. 88–93 (1997)

  48. Breazeal, C., Edsinger, A., Fitzpatrick, P., Scassellati, B.: Active vision for sociable robots. IEEE Trans. Man Cybernet. Syst. A 31(5), 443–453 (2001)

    Article  Google Scholar 

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Correspondence to Marc Parizeau.

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Samson, E., Laurendeau, D., Parizeau, M. et al. The Agile Stereo Pair for active vision. Machine Vision and Applications 17, 32–50 (2006). https://doi.org/10.1007/s00138-006-0013-7

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