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- Title
Research on improved edge extraction algorithm of rectangular piece.
- Authors
He, Yi-Bin; Zeng, Ya-Jun; Chen, Han-Xin; Xiao, San-Xia; Wang, Yan-Wei; Huang, Si-Yu
- Abstract
Traditional edge detection operators such as Prewitt operator, LOG operator and Canny operator, etc. cannot meet the requirements of the modern industrial measurement. This paper proposes a kind of image edge detection algorithm based on improved morphological gradient. It can be detect the image using structural elements, which deals with the characteristic information of the image directly. Choosing different shapes and sizes of structural elements to use together, the ideal image edge information can be detected. The experimental result shows that the algorithm can well extract image edge with noise, which is clearer, and has more detailed edges compared with the previous edge detection algorithm.
- Subjects
EDGE detection (Image processing); FEATURE extraction; ITERATIVE methods (Mathematics); IMAGE processing; DATA mining
- Publication
International Journal of Modern Physics C: Computational Physics & Physical Computation, 2018, Vol 29, Issue 1, p-1
- ISSN
0129-1831
- Publication type
Article
- DOI
10.1142/S0129183118500079