An illumination and affine invariant descriptor for aerial image registration

Zhaoxia Liu; Yaxuan Wang; Yu Jing; Jing Zhao; Jingjing Wang

doi:10.1117/12.999387

30 November 2012 An illumination and affine invariant descriptor for aerial image registration

Zhaoxia Liu, Yaxuan Wang, Yu Jing, Jing Zhao, Jingjing Wang

Author Affiliations +

Proceedings Volume 8558, Optoelectronic Imaging and Multimedia Technology II; 85580Z (2012) https://doi.org/10.1117/12.999387
Event: Photonics Asia, 2012, Beijing, China

Abstract

An illumination and affine invariant descriptor is proposed for registering aerial images with large illumination changes and affine transformation, low overlapping areas, monotonous backgrounds or similar features. Firstly, triangle region is detected by K-nearest neighbors (K-NN) graph of initial matched result by Scale-Invariant Feature Transform (SIFT). In order to improve the accuracy, region growth is applied to boost small and slender triangles. Then illumination and affine invariant descriptor is defined to describe triangle regions and measure their similarity. The descriptor named as IIMSA is the combination of MultiScale Autoconvolution (MSA) and multiscale retinex (MSR). The performance of the descriptor is evaluated with optical aerial images and the experimental results demonstrate that the proposed descriptor IIMSA is more distinctive than MSA and SIFT.

Citation Download Citation

Zhaoxia Liu, Yaxuan Wang, Yu Jing, Jing Zhao, and Jingjing Wang "An illumination and affine invariant descriptor for aerial image registration", Proc. SPIE 8558, Optoelectronic Imaging and Multimedia Technology II, 85580Z (30 November 2012); https://doi.org/10.1117/12.999387

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