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A novel bit-quad-based Euler number computing algorithm

The Euler number of a binary image is an important topological property in computer vision and pattern recognition. This paper proposes a novel bit-quad-based Euler number computing algorithm. Based on graph theory and analysis on bit-quad patterns, our algorithm only needs to count two bit-quad pat...

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Detalles Bibliográficos
Autores principales: Yao, Bin, He, Lifeng, Kang, Shiying, Chao, Yuyan, Zhao, Xiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659806/
https://www.ncbi.nlm.nih.gov/pubmed/26636023
http://dx.doi.org/10.1186/s40064-015-1511-8
Descripción
Sumario:The Euler number of a binary image is an important topological property in computer vision and pattern recognition. This paper proposes a novel bit-quad-based Euler number computing algorithm. Based on graph theory and analysis on bit-quad patterns, our algorithm only needs to count two bit-quad patterns. Moreover, by use of the information obtained during processing the previous bit-quad, the average number of pixels to be checked for processing a bit-quad is only 1.75. Experimental results demonstrated that our method outperforms significantly conventional Euler number computing algorithms.