Normalized cross correlation for stereo matching under varying illumination

Akhil Appu Shetty, V. Itti George, C. Gurudas Nayak, Raviraj Shetty

Research output: Contribution to journalArticle

Abstract

One of the difficulties in obtaining a dense and accurate disparity map through stereo matching is the presence of radiometric variation in the two images used in this process. It is commonly assumed that in stereo matching, the corresponding pixels have similar pixel values. But the presence of this variation causes the regular methods to produce erroneous results. In this paper, we use the concept of normalized cross correlation for the matching purpose which provides a much better result when compared to intensity based methods like sum of absolute differences and sum of squared differences.

Original languageEnglish
Pages (from-to)39-42
Number of pages4
JournalInternational Journal of Control Theory and Applications
Volume9
Issue number21
Publication statusPublished - 01-01-2016

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Normalized cross correlation for stereo matching under varying illumination. / Shetty, Akhil Appu; George, V. Itti; Nayak, C. Gurudas; Shetty, Raviraj.

In: International Journal of Control Theory and Applications, Vol. 9, No. 21, 01.01.2016, p. 39-42.

Research output: Contribution to journalArticle

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