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
Link To Document :
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