Title :
Translational displacement estimation with subpixel accuracy of DCT-sign phase correlation
Author_Institution :
Tokyo Institute of Technology, 152-8552 Japan
Abstract :
The accuracy of subpixel estimation of Discrete Cosine Transform (DCT) -sign phase correlation (-SPC) is presented using real images involved by actual movement. So far, the accuracy had been reported just using simulated images. Using real images and two types of simulated images, we evaluate the performance with subpixel accuracy of DCT-SPC with curve fitting compared to phase correlation with curve fitting. For real images captured by a commercial-off-the-shelf product camera, the error of estimated value with subpixel accuracy of DCT-SPC with curve fitting is lower than that of phase correlation with curve fitting, although DCT-SPC uses only the signs of DCT coefficients, while phase correlation uses the phase term with complex numbers.
Keywords :
"Correlation","Accuracy","Estimation","Discrete cosine transforms","Cameras","Discrete Fourier transforms","Computational modeling"
Conference_Titel :
Image and Signal Processing and Analysis (ISPA), 2015 9th International Symposium on
DOI :
10.1109/ISPA.2015.7306041