Superpixels and Polygons Using Simple Non-iterative Clustering

We present an improved version of the Simple Linear Iterative Clustering (SLIC) superpixel segmentation. Unlike SLIC, our algorithm is non-iterative, enforces connectivity from the start, requires lesser memory, and is faster. Relying on the superpixel boundaries obtained using our algorithm, we als...

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Bibliographic Details

Published in:	2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 4895 - 4904
Main Authors:	Achanta, Radhakrishna, Susstrunk, Sabine
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2017
Subjects:	Clustering algorithms Estimation Image color analysis Image segmentation Iterative algorithms Memory management Partitioning algorithms
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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