Title :
An improved connected component labeling by recursive label propagation
Author :
Kiran, B. Ravi ; Ramakrishnan, K.R. ; Kumar, Y. Senthil ; Anoop, K.P.
Author_Institution :
CVAI Lab., Indian Inst. of Sci., Bangalore, India
Abstract :
This paper describes a novel approach to the connected component labeling problem, derived from two fast labeling algorithms, Wu et al. and Park et al. We propose a method that improves over existing divide and conquer methods. We propose two new methods - First, hierarchical (coarse to fine) label propagation from various sub images. Second, the recursive boundary labeling method is only one neighbor based and thus is 4-6 times faster than the conventional 8 neighborhood scan. We study the theoretical labeling performance and speedup.
Keywords :
computer vision; divide and conquer methods; coarse-to-fine label propagation; connected component labeling problem; divide and conquer approach; hierarchical label propagation; recursive boundary labeling method; recursive label propagation; Algorithm design and analysis; Classification algorithms; Complexity theory; Image resolution; Labeling; Optimization; Pixel; Boundary based processing; Hierarchical Processing; Recursive label propagation; connected component; divide and conquer; one neighbourhood scan;
Conference_Titel :
Communications (NCC), 2011 National Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-61284-090-1
DOI :
10.1109/NCC.2011.5734746