An algorithm of color image mosaic based on Fourier-Mellin transform

Authors:
Zhaoxia Fu;Yan Han
Affiliations:
Ministry of Education, Information and Communication Engineering Institute, North University of China, Taiyuan, China and Party School of Shanxi Provincial Committee of the C.P.C, Taiyuan, China;Ministry of Education, Information and Communication Engineering Institute, North University of China, Taiyuan, China
Venue:
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Year:
2011

Citing 3
Cited 0

Systems and Experiment Paper: Construction of Panoramic Image Mosaics with Global and Local Alignment

International Journal of Computer Vision
Robust and efficient Fourier-Mellin transform approximations for Gray-level image reconstruction and complete invariant description

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An FFT-based technique for translation, rotation, and scale-invariant image registration

IEEE Transactions on Image Processing

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Abstract

The article proposes an algorithm of color image mosaic based on Fourier-Mellin transform. The algorithm need not accurately control the motion of camera, and need not know the internal camera parameters and detect image feature. The algorithm firstly extracts a color parameter from two color images on the existence of rotation, scaling and translation transform, and then emendates them by Fourier-Mellin algorithm and phase correlation algorithm, finally completes image mosaic after compensating on rotation and proportion zoom. The experimental result indicates that registration precision of the algorithm can reach one pixel level.