DocumentCode :
704611
Title :
Feature detection and parameters calculation of arbitrary ellipse based on image processing technology
Author :
Bowen Peng ; Shuping Dang ; Dutta, Malay Kishore
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester, UK
fYear :
2015
fDate :
19-20 Feb. 2015
Firstpage :
418
Lastpage :
420
Abstract :
In terms of ellipse detection, the parameter spatial reduction of Hough Transform (HT) is widely adopted. However, HT has its limitations, such as detection of specified ellipse and calculation efficiency. For an arbitrary ellipse, the method mentioned in this paper implements chain code to extract the specified ellipse track that eliminates most of the noise, and then a two-dimensional accumulator is applied, which is an efficient and straightforward way to obtain the hub of the ellipse. As regards to other parameters, they can be worked out by importing the specified points on the extracted track. The calculated results are precise and the computing overhead is also appropriate compared to the original method.
Keywords :
Hough transforms; feature extraction; interference suppression; HT; Hough transform; arbitrary ellipse parameter calculation; ellipse detection; feature detection; image processing technology; noise elimination; parameter spatial reduction; two-dimensional accumulator; Feature extraction; Mathematical model; Shape; Signal processing; Standards; Transforms; boundary; ellipse; feature detection; hub; parameter calculation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2015 2nd International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-5990-7
Type :
conf
DOI :
10.1109/SPIN.2015.7095169
Filename :
7095169
Link To Document :
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