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...

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Vydané v:	Computer vision and image understanding Ročník 166; s. 1 - 27
Hlavní autori:	Stutz, David, Hermans, Alexander, Leibe, Bastian
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Inc 01.01.2018
Predmet:	Benchmark Evaluation Image segmentation Perceptual grouping Superpixel segmentation Superpixels Benchmark Image segmentation Evaluation Superpixels Superpixel segmentation Perceptual grouping
ISSN:	1077-3142, 1090-235X
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