Proceedings of the 2014 International Conference on Education, Management and Computing Technology

Omnidirectional Multi-scale Generalized Blur Minimization Mathematical Morphology Edge Detection Algorithm

Authors
Shubin Yang, Qianwen Qiu, Sai Zhang, Jinpeng Li
Corresponding Author
Shubin Yang
Available Online June 2014.
DOI
https://doi.org/10.2991/icemct-14.2014.84How to use a DOI?
Keywords
Mathematical Morphology, Edge Detection, Omnidirectional Mulit-scale, Blur Minimization
Abstract
Owing to image noise and differ in thousands ways of edge shape, traditional morphological edge detection operators can’t detect the edge well and the edge detected by it is very blur. In order to gain the good edge, characteristic of morphological operators are used. Generalized morphological detection operator is used to conquer noise influence, Omnidirectional edge operator is used to detect different direction edge information and multi-scale edge operator is used to gain different scale and detail edge information and wipe off noise more. After that, according to suitable weights combining edge result to make up another edge image which can gain final edge through blur-minimization edge detection. Experiment proved that the proposed edge detection algorithm can detect edge better than traditional detection algorithm and can not only detect image edge effectively with upper detection precision but also restrain noise efficaciously.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
2014 International Conference on Education, Management and Computing Technology (ICEMCT-14)
Part of series
Advances in Intelligent Systems Research
Publication Date
June 2014
ISBN
978-94-6252-016-5
ISSN
1951-6851
DOI
https://doi.org/10.2991/icemct-14.2014.84How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Shubin Yang
AU  - Qianwen Qiu
AU  - Sai Zhang
AU  - Jinpeng Li
PY  - 2014/06
DA  - 2014/06
TI  - Omnidirectional Multi-scale Generalized Blur Minimization Mathematical Morphology Edge Detection Algorithm
BT  - 2014 International Conference on Education, Management and Computing Technology (ICEMCT-14)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/icemct-14.2014.84
DO  - https://doi.org/10.2991/icemct-14.2014.84
ID  - Yang2014/06
ER  -