Title :
Fast simple linear iterative clustering for superpixel segmentation
Author :
Kang-Sun Choi ; Ki-Won Oh
Author_Institution :
I.P.C.E., KOREATECH, Cheonan, South Korea
Abstract :
In this paper, a fast implementation of simple linear iterative clustering is presented. By exploiting spatial redundancy within natural images, we successfully reduce the number of distance calculation. It is confirmed that the proposed method runs about two times faster than the conventional method with almost same segmentation results.
Keywords :
image segmentation; iterative methods; pattern clustering; distance calculation; fast simple linear iterative clustering; spatial redundancy; superpixel segmentation; Computer vision; Conferences; Consumer electronics; Feature extraction; Image segmentation; Motion segmentation; Redundancy;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066521
