Anchor-diagonal-based shape adaptive local support region for efficient stereo matching

Raghavendra, U and Makkithaya, Krishnamoorthi and Karunakar, A K (2017) Anchor-diagonal-based shape adaptive local support region for efficient stereo matching. Signal, Image and Video Processing, 9 (4). pp. 893-901. ISSN 1863-1711

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Abstract

Local stereo algorithms are preferred for realtime applications due to their computational efficiency. Deciding the size of the required local support region is a challenging task. It fails to estimate accurate disparity for small support region and introduces fattening effect for big support region. Hence, a shape adaptive local support region is necessary to achieve accurate disparity. This paper proposes an anchor-diagonal-based shape adaptive support region construction for stereo matching. The proposed algorithm dynamically constructs local support region, and the aggregated matching cost is used for Normalized Cross-Correlation-based similarity measure. The algorithm is evaluated using benchmarked Middlebury stereo evaluation, and the obtained disparities are efficient as compared to state-of-the-art methods

Item Type: Article
Uncontrolled Keywords: Stereo matching; Disparity estimation; Local support region
Subjects: Engineering > MIT Manipal > Civil Engineering
Engineering > MIT Manipal > Instrumentation and Control
Engineering > MIT Manipal > MCA
Depositing User: MIT Library
Date Deposited: 08 Sep 2017 09:20
Last Modified: 08 Sep 2017 09:20
URI: http://eprints.manipal.edu/id/eprint/149652

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