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Proceedings Paper

A novel high-resolution image connected components labeling method
Author(s): Yebin Fan; Hualong Zhao
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Paper Abstract

A novel labeling algorithm is proposed in this paper for high-resolution image connected components labeling. The proposed method successfully solves the labeling problem in the case that the computer memory capacity is less than required for the existing algorithms. Unlike the conventional algorithms that have to load the entire image into memory for labeling, our algorithm can finish the labeling task with the memory requirement of only two image rows size. Comparison and tests for high-resolution images are performed with the state-of-the-art algorithm. The proposed algorithm achieves significant performance improvement for high-resolution images labeling.

Paper Details

Date Published: 2 December 2011
PDF: 6 pages
Proc. SPIE 8004, MIPPR 2011: Pattern Recognition and Computer Vision, 800414 (2 December 2011); doi: 10.1117/12.902132
Show Author Affiliations
Yebin Fan, Huazhong Univ. of Science and Technology (China)
Hualong Zhao, Huazhong Univ. of Science and Technology (China)

Published in SPIE Proceedings Vol. 8004:
MIPPR 2011: Pattern Recognition and Computer Vision
Jonathan Roberts; Jie Ma, Editor(s)

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