DocumentCode :
691988
Title :
A Method for Affine Invariant Image Smoothing
Author :
Sanjo, Yuki ; Toriu, Takashi
Author_Institution :
Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
fYear :
2013
fDate :
16-18 Oct. 2013
Firstpage :
242
Lastpage :
245
Abstract :
This paper proposes a new image smoothing method invariant to affine transformation. In the field of image processing and recognition, Gaussian filtering is a common procedure for image smoothing. However Gaussian filtering is not affine invariant. This paper proposes a new method for image smoothing that is invariant under such affine transformation that does not change the area of any region in the image. Experimental results show that the proposed method is almost never affected by affine transformation different from usual Gaussian filtering. In the proposed method, processing results are expected to be not affected much by variation of the viewpoint.
Keywords :
Gaussian processes; image recognition; smoothing methods; Gaussian filtering; affine invariant image smoothing; affine transformation; image processing; image recognition; Educational institutions; Equations; Filtering; Image recognition; Measurement; Smoothing methods; Vectors; affine invariance; affine transformation; image smoothing; metric tensor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on
Conference_Location :
Beijing
Type :
conf
DOI :
10.1109/IIH-MSP.2013.69
Filename :
6846625
Link To Document :
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