DocumentCode
2813171
Title
Object identification by Hough data verification
Author
Ueno, Kazuki ; Yamaguchi, Jun
Author_Institution
Fac. of Eng., Kagawa Univ., Takamatsu, Japan
fYear
2011
fDate
9-11 Feb. 2011
Firstpage
1
Lastpage
5
Abstract
In this paper, the authors describe on a method of object identification by verification of Hough data. In this study, for corresponding to three-dimensional change of camera, we pay attention to the distribution pattern of Hough data. A positional relationship of the peaks as Hough data shows tendency to be kept, in case of camera shooting condition change. Using a characteristic of Hough data, it is possible to verify the three dimensional object with lines. In this study, distribution pattern of Hough data is verified by Matched filter. A simple test on object identification using house images is performed. As a result, it was confirmed that our method is useful for identification of three-dimensional object.
Keywords
Hough transforms; image matching; image sensors; object recognition; Hough data verification; camera shooting; house image recognition; object identification; three dimensional object; Accuracy; Cameras; Correlation; Matched filters; Object recognition; Three dimensional displays; Transforms; Hough transformation; Image processing; Scene recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers of Computer Vision (FCV), 2011 17th Korea-Japan Joint Workshop on
Conference_Location
Ulsan
Print_ISBN
978-1-61284-677-4
Electronic_ISBN
978-1-61284-676-7
Type
conf
DOI
10.1109/FCV.2011.5739702
Filename
5739702
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