Neural adaptive stereo matching

Pattern Recognition Letters

Volumn 25, Issue 15, 2004, Pages 1743-1758

  Binaghi, Elisabetta ^a   Gallo, Ignazio ^a   Marino, Giuseppe ^a   Raspanti, Mario ^a  

^a UNIVERSITY OF INSUBRIA   (Italy)

Author keywords

Adaptive stereo matching; Cross correlation; Neural learning; Scanning electron microscope

Indexed keywords

COMPUTATIONAL GEOMETRY; COMPUTER VISION; IMAGE ANALYSIS; LEARNING SYSTEMS; NEURAL NETWORKS; PROBLEM SOLVING; SCANNING ELECTRON MICROSCOPY; SPECIAL EFFECTS; VIRTUAL REALITY;

ADAPTIVE STEREO MATCHING; CROSS-CORRELATION; NEURAL LEARNING; STEREOSCOPIC IMAGING;

STEREO VISION;

EID: 5644258596     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2004.07.001     Document Type: Article

References (26)

1. Bishop, C.M., 1995. Neural Networks for Pattern Recognition. Oxford University Press, Oxford.
2. Bobik, A.F., Intille, S.S., 1999. Large occlusion stereo. Int. J. Comput. Vis. 33, 181-200.
3. Boykov, Y., Veksler, O., Zabih, R., 1997. Disparity component matching for visual correspondence. In: Proc. of International Conference on Computer Vision and Pattern Recognition, pp. 470-475.
4. Burt, P.J., Adelson, E.H., 1983. The Laplacian Pyramid as a compact image code. IEEE Trans. Commun. 31, 532-540.
5. Barnard, S.T., Fischler, M.A., 1982. Computational stereo. Comput. Surv. 14, 553-572.
6. Barnard, T., Thompson, W.B., 1980. Disparity analysis of images. IEEE Trans. PAMI 2, 333-340.
7. Chen, Q., Medioni, G., 1999. A volumetric stereo matching method: Application to image-based modelling. In: Proceedings of the International Conference on Computer Vision and Pattern Recognition, pp. 29-34.
8. Cox, J.I., Higonani, S.L., Rao, S.P., Maggs, B.M., 1996. A maximum likelihoods stereo algorithm. Comput. Vis. Image Understanding 63, 542-567.
9. Dhond, U.R., Aggarwal, J.K., 1989. Structure from stereo - a review. IEEE Trans. Syst., Man, Cyber. 19, 1489-1510.
10. Faugeras, O.D., 1993. Three-Dimensional Computer Vision: A Geometric Viewpoint. Cambridge, MIT Press, MA.
11. Gonzalez, R.C., Woods, R.E., 2002. Digital Image Processing. Prentice Hall, Upper Saddle River, New Jersey.
12. Hsieh, Y.C., McKeown, D., Perlant, F.P., 1992. Performance evaluation of scene registration and stereo matching for cartographic feature extraction. IEEE TPAMI 14, 214-238.
13. Lotti, G.L., Giraudon, G., 1994. Correlation algorithm with adaptive window for aerial image in stereo vision. In: Proc. of Image and Signal Processing for Remote Sensing, Europto Symposium.
14. McMillan, L., Bishop, G., 1995. Plenoptic modelling: An image-based rendering system. Comput. Graphics (SIGGRAPH'95), 39-46.
15. Marr, D., Poggio, T., 1976. Cooperative computation of stereo disparity. Science 194, 283-287.
16. Okutomi, M., Kanade, T., 1992. A locally adaptive window for signal matching. Int. J. Comput. Vis. 7, 143-162.
17. Pao, Y.H., 1989. Adaptive Pattern Recognition and Neural Networks. Addison Wesley, MA.
18. Rumelhart, H., Hinton, G.E., Williams, R.J., 1986. Learning internal representation by error propagation. In: Rumelhart, H., McClelland, J.L. (Eds.), Parallel Distributed Process. MIT Press, Cambridge, MA, pp. 318-362.
19. Shapiro, L.G., Haralick, R.M., 1981. Structural description and inexact matching. IEEE Trans. Pami 3, 504-519.
20. Scharstein, D., Szeliski, R., 1996. Stereo matching with nonlinear diffusion. In: Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
21. Scharstein, D., Szeliski, R., 2002. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms. Int. J. Comput. Vis. 47, 7-42.
22. Szeliski, R., Scharstein, D., 2002. Symmetric sub-pixel stereo matching. In: Proc. of 7th European Conference on Computer Vision, pp. 525-540.
23. Sun, C., 2002. Fast stereo matching using rectangular subregioning and 3D maximum-surface techniques. Int. J. Comput. Vis. 47 (1/2/3), 99-117.
24. Zabih, R., Woodfill, J., 1994. Non-parametric local transform for computing visual correspondence. In: ECCV, Vol. II, pp. 151-158.
25. Zhang, Y., Kambhamettu, C., 2002. Stereo matching with segmentation-based cooperation. In: Proc. of 7th European Conference on Computer Vision, pp. 556-571.
26. Weng, J., Ahuja, N., 1989. Motion and structure from two perspective views: Algorithms, error analysis and error estimation. IEEE Trans. PAMI 11, 451-476.