Title :
High-accuracy image matching using phase-only correlation and its application
Author :
Miura, Mamoru ; Sakai, Shuji ; Aoyama, Shoichiro ; Ishii, Jumpei ; Ito, Koichi ; Aoki, Takafumi
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
Image matching is the most important fundamental task in many fields, such as image sensing, video signal processing, computer vision, etc. Recently, the demand for high-performance image matching achieving sub-pixel registration is rapidly growing in many applications. We have developed an efficient image matching technique using Phase-Only Correlation (POC), which uses the phase components in Discrete Fourier Transforms (DFTs) of given images. In this paper, we briefly present fundamentals of our image matching technique and examples of the potential applications.
Keywords :
correlation methods; discrete Fourier transforms; image matching; image registration; DFT; POC; computer vision; discrete Fourier transform; high-accuracy image matching; high-performance image matching; image sensing; phase component; phase-only correlation; subpixel registration; video signal processing; Cameras; Correlation; Graphics processing unit; Image matching; Image recognition; Iris recognition; Shape measurement; 3D measurement; biometrics; image matching; phase-only correlation; stereo vision;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1