System-Theoretic Aspects of Dynamic Vision

作者: Ruggero Frezza , Pietro Perona , Giorgio Picci , Stefano Soatto

DOI: 10.1007/978-1-4471-3061-1_11

关键词: Structure (mathematical logic)Vision scienceMotion estimationComputer scienceControl (linguistics)ServoControl systemImage planeMotion (physics)Human–computer interaction

摘要: Our aim in this minicourse is twofold. On one hand, we to show that the introduction of computer vision control systems, i.e. “Vision Loop”, raises exciting and yet unexplored problems system theory. other explain how tools from estimation theory are, nowadays applied [3, 6, 7, 26, 27, 38, 54, 57, 63, 66] “Dynamic Vision” with rather encouraging results traditionally difficult applications, such as autonomous vehicle navigation [17, 18, 19], vision-based tracking servo [9, 35, 36, 50], manipulation [5, 36], docking [18, 42], planning [12], active sensing [67]. The course therefore divided two parts. In first part, shall pose fundamental dynamic problems, namely 3-D motion scene structure recovery, a theoretical framework. second illustrate some relevant applications systems.

参考文章(60)
S. Soatto, P. Perona, Structure-independent visual motion control on the essential manifold IFAC Proceedings Volumes. ,vol. 27, pp. 869- 876 ,(1994) , 10.1016/S1474-6670(17)47409-X
F. Chaumette, A. Santos, Tracking a Moving Object by Visual Servoing IFAC Proceedings Volumes. ,vol. 26, pp. 643- 648 ,(1993) , 10.1016/S1474-6670(17)48806-9
S. Soatto, R. Frezza, P. Perona, Structure From Visual Motion as a Nonlinear Observation Problem IFAC Proceedings Volumes. ,vol. 28, pp. 81- 86 ,(1995) , 10.1016/S1474-6670(17)46810-8
Hubert L. Goldschmidt, Robert L. Bryant, P. A. Griffiths, Robert B. Gardner, S. S. Chern, Exterior Differential Systems ,(2011)
Olivier D. Faugeras, What can be seen in three dimensions with an uncalibrated stereo rig european conference on computer vision. pp. 563- 578 ,(1992) , 10.1007/3-540-55426-2_61
Emmanuel Arbogast, Roger Mohr, An egomotion algorithm based on the tracking of arbitrary curves Computer Vision — ECCV'92. ,vol. 588, pp. 467- 475 ,(1992) , 10.1007/3-540-55426-2_52
Stefano Soatto, Ruggero Frezza, Pietro Perona, Recursive Motion Estimation on the Essential Manifold California Institute of Technology. ,(1993)
C. Darmon, A recursive method to apply the Hough transform to a set of moving objects international conference on acoustics, speech, and signal processing. ,vol. 7, pp. 825- 829 ,(1982) , 10.1109/ICASSP.1982.1171557
S. Soatto, P. Perona, R. Frezza, G. Picci, Recursive motion and structure estimation with complete error characterization computer vision and pattern recognition. pp. 428- 433 ,(1993) , 10.1109/CVPR.1993.341095
Joachim Heel, Direct Estimation of Structure and Motion from Multiple Frames Massachusetts Institute of Technology. ,(1990)