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25 January 2011 Color image segmentation on region growing and multi-scale clustering
Zong-pu Jia, Wei-xing Wang, Jun-ding Sun, Tai-wen Wei
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Proceedings Volume 7866, Color Imaging XVI: Displaying, Processing, Hardcopy, and Applications; 78661N (2011) https://doi.org/10.1117/12.872089
Event: IS&T/SPIE Electronic Imaging, 2011, San Francisco Airport, California, United States
Abstract
This paper presents a color image segmentation method by combining region growing and color clustering algorithms. This method considers the both color and location information in a transformed color space. After multi-scale clustering (MSC), it does a spatial processing - region growing. MSC can perform better in conquering the over-segment problem than equal distance clustering. Compared with the previous methods only depending on MSC, the region growing can enhance the ability of noise suppression. This method inherits the idea that operates clustering first and then carries out spatial processing. Both clustering algorithm and spatial processing algorithm are improved, so this method (the two algorithms) can obtain more satisfactory results.
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Zong-pu Jia, Wei-xing Wang, Jun-ding Sun, and Tai-wen Wei "Color image segmentation on region growing and multi-scale clustering", Proc. SPIE 7866, Color Imaging XVI: Displaying, Processing, Hardcopy, and Applications, 78661N (25 January 2011); https://doi.org/10.1117/12.872089
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KEYWORDS
Image processing algorithms and systems
Image segmentation
Color image segmentation
RGB color model
Detection and tracking algorithms
Prototyping
Electronics engineering
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