An automatic DSM and remote sensing images registration scheme using template matching technique

Yueming Qin; Zhiguo Cao; Wen Zhuo

doi:10.1117/12.901809

2 December 2011 An automatic DSM and remote sensing images registration scheme using template matching technique

Yueming Qin, Zhiguo Cao, Wen Zhuo

Proceedings Volume 8004, MIPPR 2011: Pattern Recognition and Computer Vision; 80040P (2011) https://doi.org/10.1117/12.901809
Event: Seventh International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2011), 2011, Guilin, China

Abstract

In this paper, a novel automatic DSM and remote sensing images registration scheme using template matching technique is developed. Due to the heterogeneity of DSM and remote sensing images, the emphases of our scheme are to describe the common feature between DSM and remote sensing images, and to generate a suitable template for template matching. Based on the sparse representation theory, we present a new feature descriptor, which can highlight the similarities of DSM and remote sensing images, and can be used to form a new kind of feature image. Meanwhile we present a criterion to choose the proper region from the feature image as the template which will ensure perfect template matching performance. The experiment results show that our scheme is efficient to fulfill the task of registration.

Citation Download Citation

Yueming Qin, Zhiguo Cao, and Wen Zhuo "An automatic DSM and remote sensing images registration scheme using template matching technique", Proc. SPIE 8004, MIPPR 2011: Pattern Recognition and Computer Vision, 80040P (2 December 2011); https://doi.org/10.1117/12.901809

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KEYWORDS

Remote sensing

Image registration

Associative arrays

Image processing

Buildings

Scene simulation

Chemical species

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