Dynamic Adaptive Weight Multi-Scale and Multi-Structure Morphological Edge Detection in Anterior Chamber OCT Images

Si Wei Huang; Ang Zhang; Xiao Lin Tian; Yan Kui Sun

doi:10.4028/www.scientific.net/AMR.340.70

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 340Dynamic Adaptive Weight Multi-Scale and...

Dynamic Adaptive Weight Multi-Scale and Multi-Structure Morphological Edge Detection in Anterior Chamber OCT Images

Abstract:

An edge detection algorithm which is applied to anterior chamber OCT images has been proposed. The algorithm firstly uses multi-structure elements to detect edge on gray level value differences on the same scale, and introduces dynamic adaptive weight to make re-fusion of pixels to gain a multi-structure element morphological edge detection image on the same scale, then confirms weight value and makes multi-scale fusion according to the noise immunity of different scale structure elements to gain the final edge detection image. The simulated results have obvious edge features,it can effectively avoid the occurrence of mutational pixels on the OCT image edge results, compared to traditional edge detection algorithms.

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Periodical:

Advanced Materials Research (Volume 340)

Pages:

70-75

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.340.70

Citation:

Cite this paper

Online since:

September 2011

Authors:

Si Wei Huang, Ang Zhang, Xiao Lin Tian, Yan Kui Sun

Keywords:

Dynamic Adaptive Weight, Edge Detection, Multi-Scale Turbulent Structures, OCT Image

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References

[1] WANG Hui-feng, ZHAN Gul-li, LUO Xlao-ming. Research and application of edge detection operator based On mathematical morphology[J]. Computer Engineering and Applications, 2009, 45(9): 223-226.

Google Scholar

[2] CAI You-jie, CHEN Xiu-hong. The edge detection based on morphology. [J] Computer Applications and software, 2009, 26(5): 213-214.

Google Scholar

[3] HOU Bao-sheng. Method of image edge detection based on extended mathematical morphology [J]. Modern electronic technology, 2010, (8): 93-96.

Google Scholar

[4] K. Ghosh, S. Sarkar, K. Bhaumik. A theory of"fuzzy"edge detection in the light of human visual system [J], Journal of Intelligent Systems, 2008, 17(1): 214-218.

DOI: 10.1515/jisys.2008.17.1-3.229

Google Scholar

[5] FU Yong-qing, WANG Yong-sheng, An algorithm for edge detection of gray-scale image based on mathematical morphology [J], JOURNAL OF HARBIN ENGINEERING UNIVERSITY, 2005, 26（5）：685-687.

Google Scholar

[6] LI Min, SUN Hui, Wu Lie-yang. Multi-scale edge detection method based on synthesized morphological transform [J]. Computer Engineering and Applications, 2010, 46(5): 160-161.

Google Scholar

[7] KANG Jie, YANG Gang. Simulation research of adaptive weight morphological edge detection algorithm [J]. Computer Engineering and Applications, 2010, 46(17): 163-165.

Google Scholar

[8] Yuqian Zhao; Weihua Gui; Zhencheng Chen. Edge detection based on multi-structure elemenm morphology[C]Proceedings of the 6th World Congress on Intelligent Contml and Automation．Dalian：Institute of Electrical and Electronics Engineers Inc，2006：9795-9798.

DOI: 10.1109/wcica.2006.1713908

Google Scholar

[9] ZOU Gang, SUN Ji-xiang. Algorithm of multi-scale morphological edge detection for cell based off evidence syncretic fusion [J]. Computer Engineering and Applications, 2010, 46(12).

Google Scholar