Fixation as a mechanism for stabilization of short image sequences

International Journal of Computer Vision

Volumn 72, Issue 1, 2007, Pages 67-78

  Pauwels, Karl ^a   Lappe, Markus ^b   Van Hulle, Marc M ^a  

^a KU LEUVEN UNIVERSITY OF LEUVEN   (Belgium)

^b UNIVERSITY OF MÜNSTER   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; OPTICS;

BLOCK MATCHING; FLOW FIELD DENSITY; OPTIC FLOW;

IMAGE ANALYSIS;

EID: 33845287653     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-006-8893-6     Document Type: Conference Paper

References (27)

1. Adiv, G. 1985. Determining Three-dimensional Motion and Structure from Optical Flow Generated by Several Moving Objects. IEEE Transactions on Pattern Analysis and Machine Intelligence, 7(4):384-401.
2. Aloimonos, Y., Weiss, I., and Bandyopadhyay, A. 1987. Active Vision. International Journal of Computer Vision, 1(4), 333-356.
3. Anandan, P. 1989. A Computational Framework and an Algorithm for the Measurement of Visual-motion. International Journal of Computer Vision, 2(3):283-310.
4. Balakirsky, S. and Chellappa, R. 1996. Performance Characterization of Image Stabilization Algorithms. Real-Time. Imaging, 12(2):297-313.
5. Barron, J., Fleet, D., and Beauchemin, S. 1994. Performance of Optical Flow Techniques. International Journal of Computer Vision, 12(1):43-77.
6. Calow, D., Krüger, N., Wörgötter F., and Lappe, M. 2006. Biologically Motivated Space-variant Filtering for Robust Optic Flow Processing. Network: Computation in Neural Systems (in press).
7. Daniilidis, K. 1997. Fixation Simplifies 3D Motion Estimation. Computer Vision and Image Understanding, 68(2): 158-169.
8. Duric, Z. and Rosenfeld, A. 2003, Shooting a Smooth Video with a Shaky Camera. Machine Vision and Applications, 13(5-6):303-313.
9. Formulier, C. and Aloimonos, Y. 1993. The Role of Fixation in Visual Motion Analysis. International Journal of Computer Vision, 11(2):165-186.
10. Gautama, T. and Van Hulle, M. 2002. A Phase-based Approach to the Estimation of the Optical Flow Field Using Spatial Filtering. IEEE Transactions on Neural Networks, 13(5): 1127-1136.
11. Giachetti, A., Campani, M., and Torre, V. 1998. The Use of Optical Flow for Road Navigation. IEEE Transactions on Robotics and Automation, 14(1):34-48.
12. Horn, B. and Schunck, B. 1981. Determining Optical Flow. Artificial Intelligence, 17(1-3): 185-203.
13. Hsu, J. 1996. Multiple Comparisons: Theory and Methods. London: Chapman & Hall.
14. Irani, M., Rousso, B., and Peleg, S. 1997. Recovery of Ego-Motion Using Region Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(3):268-272.
15. Kanade, T. and Okutomi, M. 1994. A Stereo Matching Algorithm with an Adaptive Window: Theory and Experiment. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16(9): 920-932.
16. Keys, R. 1981. Cubic Convolution Interpolation for Digital Image Processing. IEEE Transactions on Acoustics, Speech, and Signal Processing, 29(6): 1153-1160.
17. Lappe, M. 1996. Functional Consequences of an Integration of Motion and Stereopsis in Area MT of Monkey Extrastriate Visual Cortex. Neural Computation, 8:1449-1461.
18. Lappe, M. and Hoffmann, K. 2000. Optic Flow and Eye Movements. In: M. Lappe (ed.): Neuronal Processing of Optic Flow. Academic Press, 29-47.
19. Lappe, M. and Rauschecker, J. 1995. Motion Anisotropies and Heading Detection. Biological Cybernetics, 72:261-277.
20. Lewis, J. 1995. Fast Template Matching. In: Vision Interface, 120-123.
21. Lin, T. and Barron, J. 1995. Image Reconstruction Error for Optical Flow. In: C. Archibald and P. Kwok (eds.): Research in Computer and Robot Vision. Singapore: World Scientific Publishing Co., 269-290.
22. Lucas, B. and Kanade, T. 1981. An Iterative Image Registration Technique with an Application to Stereo Vision. In: Proc. DARPA Image Understanding Workshop, 121-130.
23. Morimoto, C. and Chellappa, R. 1996. Fast Electronic Digital Image Stabilization for Off-road Navigation. Real-Time Imaging, 2(5):285-296.
24. Reddy, B. and Chatterji, B. 1996. An FFT-based Technique for Translation, Rotation, and Scale-invariant Image Registration. IEEE Transactions on Image Processing, 5(8):1266-1271.
25. Taalebinezhaad, M. 1992. Direct Recovery of Motion and Shape in the General Case by Fixation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(8):847-853.
26. Xiang, T. and Cheong, L. 2003. Understanding the Behavior of SFM Algorithms: A Geometric Approach. International Journal of Computer Vision, 51(2): 111-137.
27. Zhang, T. and Tomasi, C. 2002. On the Consistency of Instantaneous Rigid Motion Estimation. International Journal of Computer Vision, 46(1):51-79.