Superpixels: An evaluation of the state-of-the-art

•An extensive evaluation of 28 superpixel algorithms on 5 datasets.•Explicit discussion of parameter optimization, including superpixel connectivity.•Presentation of visual quality, algorithm runtime, and a performance-based ranking.•The evaluated implementations as well as the benchmark are publicl...

Full description

Bibliographic Details

Published in:	Computer vision and image understanding Vol. 166; pp. 1 - 27
Main Authors:	Stutz, David, Hermans, Alexander, Leibe, Bastian
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.01.2018
Subjects:	Benchmark Evaluation Image segmentation Perceptual grouping Superpixel segmentation Superpixels Benchmark Image segmentation Evaluation Superpixels Superpixel segmentation Perceptual grouping
ISSN:	1077-3142, 1090-235X
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!