Adaptive Algorithm of Edge Detection Based on Canny

DOI

10.2991/ceis-16.2016.26How to use a DOI?

Keywords

canny operator; edge detection; adaptive algorithm

Abstract

Aiming at the problem that the high and low thresholds need to be set artificially for Canny edge detection, this paper proposes an adaptive algorithm to set the high and low thresholds by the mean and standard deviation of the non-maximally suppressed images. The simulation results show that the algorithm is feasible and effective, however, some pseudo-edges and edge discontinuities still exist in the processing of some images, so further improvement is needed.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Tao Ma
AU  - Jian-Dong Fang
PY  - 2016/11
DA  - 2016/11
TI  - Adaptive Algorithm of Edge Detection Based on Canny
BT  - Proceedings of the 2016 International Conference on Computer Engineering and Information Systems
PB  - Atlantis Press
SP  - 133
EP  - 136
SN  - 2352-538X
UR  - https://doi.org/10.2991/ceis-16.2016.26
DO  - 10.2991/ceis-16.2016.26
ID  - Ma2016/11
ER  -