Improved SIFT algorithm with camera orientation

ShaoHua Zhang; ZhiYuan Qin; DongJuan Fang

doi:10.1117/12.899864

2 December 2011 Improved SIFT algorithm with camera orientation

ShaoHua Zhang, ZhiYuan Qin, DongJuan Fang

Proceedings Volume 8004, MIPPR 2011: Pattern Recognition and Computer Vision; 80040E (2011) https://doi.org/10.1117/12.899864
Event: Seventh International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2011), 2011, Guilin, China

Abstract

Image matching is one of the key technologies in image processing applications,and the problem about the matching between two images which have large tile is also a difficult point. Aim at this problem,the SIFT and ASIFT algorithm are studied, besides, the characteristic of aerial images is considered,revise tile angle and translation variable of the Imaging Model in ASIFT algorithm. Partial solution to the problem of automatic matching of aerial images which have large tile, and bring out the experimental results.

Citation Download Citation

ShaoHua Zhang, ZhiYuan Qin, and DongJuan Fang "Improved SIFT algorithm with camera orientation", Proc. SPIE 8004, MIPPR 2011: Pattern Recognition and Computer Vision, 80040E (2 December 2011); https://doi.org/10.1117/12.899864

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