Abstract
In this paper, we propose a Disparity Estimation Method based on Reliability Space using Color edge. It first makes the disparity space image by using the difference between the Stereo images. It than calculates a section of continuous minimum value of the disparity space image, and the length of the section is calculated to produce reliability space. By comparing the parallax of the reliability space, the disparity data of each pixel selects the disparity data with the highest accuracy. Moreover, the parts that make regional boundary errors are corrected by classifying the boundary of each objects using color edge. The performance of the proposed stereo matching method is verified by various experiments.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Scharstein, D., Szeliski, R.: A taxonomy and evaluation of dense two-frame stereo correspondence algorithms. IEEE Trans. on Pattern Analysis and Machine Intelligences 25(8), 993–1008 (2003)
Young-Sheng, C., Yi-ping, H., Chiou-Shann, F.: Fast Block Matching Algorithm Based on the Winner-Update Strategy. IEEE Trans. on Image Process 10(8) (2001)
Czarnecki, K., Helsen, S.: Feature-based survey of model transformation approaches. IBM Systems Journal 45(3) (2006)
Torr, P.H.S., Criminisi, A.: Dense Stereo Using Pivoted Dynamic Programming. In: Microsoft Research, MSR-TR-2002-51 (2002)
Boykov, Y., Veksler, O., Zabih, R.: Fast Approximate energy minimization via graph cuts. IEEE TPAMI 23(11), 1222–1239 (2001)
Sun, J., Zheng, N.N., Shum, H.Y.: Stereo matching using belief propagation. IEEE Transaction on Pattern Analysis and Machine Intelligence 25(7) (2003)
Hirschmuller, N.H.: Improvements in real-time correlation based stereo vision. In: IEEE Workshop on Stereo and Multi baseline Vision (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lee, S., Han, Y., Hahn, H. (2010). Disparity Estimation Method Based on Reliability Space Using Color Edge. In: Kim, Th., Pal, S.K., Grosky, W.I., Pissinou, N., Shih, T.K., Ślęzak, D. (eds) Signal Processing and Multimedia. MulGraB SIP 2010 2010. Communications in Computer and Information Science, vol 123. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17641-8_6
Download citation
DOI: https://doi.org/10.1007/978-3-642-17641-8_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-17640-1
Online ISBN: 978-3-642-17641-8
eBook Packages: Computer ScienceComputer Science (R0)