Title :
Extension of DCT sign phase correlation to subpixel registration
Author :
Ito, Izumi ; Uemura, Atsushi ; Kiya, Hitoshi
Author_Institution :
Grad. Sch., Syst. Design Tokyo Metropolitan Univ., Tokyo
Abstract :
We present a subpixel estimation technique for DCT sign phase correlation (DCT-SPC). The DCT-SPC requires only the signs of DCT coefficients and can be used in order to estimate the translation between signals. However, the translation values estimated by DCT-SPC were limited to integer numbers. The proposed technique enables DCT-SPC to estimate translation with subpixel accuracy. Considering the relation between DCT-SPC and phase-only correlation, we derive a subpixel estimation technique for DCT-SPC. Experimental results are shown to confirm the appropriateness and effectiveness of the proposed technique.
Keywords :
correlation methods; discrete cosine transforms; image registration; DCT sign phase correlation method; SPC method; discrete cosine transform; subpixel registration technique; Computational complexity; Discrete cosine transforms; Image analysis; Indium tin oxide; Phase estimation; Pixel; Signal processing;
Conference_Titel :
Intelligent Signal Processing and Communications Systems, 2008. ISPACS 2008. International Symposium on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-2564-8
Electronic_ISBN :
978-1-4244-2565-5
DOI :
10.1109/ISPACS.2009.4806764