Title :
On the image normalizations for image information estimation
Author_Institution :
Dept. of Informatioin Eng., Myongji Univ., Yongin, South Korea
Abstract :
In this paper, we propose the estimation method for the image affine information for computer vision. The first estimation method is given based on the XYS image normalization and the second estimation method is based on the image normalization by Pei and Lin. The XYS normalization method turns out to have better performance than the method by Pei and Lin. In addition, we show that rotation and aspect ratio information can be obtained using the central moments of both the original image and the sensed image. Finally, we propose the modified version of the normalization method so that we may control the size of the image.
Keywords :
affine transforms; computer vision; feature extraction; matrix algebra; XYS image normalization; XYS normalization method; computer vision; image affine information; image information estimation; Application software; Computer vision; Covariance matrix; Digital images; Image processing; Matrix decomposition; Pattern recognition; Shearing; Signal processing; Size control; Aspect ratio; Central moments; Image estimation; Image normalization; Rotation;
Conference_Titel :
Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5560-7
DOI :
10.1109/ICSIPA.2009.5478634
