Superpixel segmentation: A benchmark

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Murong Wang, Xiabi Liu, Yixuan Gao, Xiao Ma, Nouman Qadeer Soomro

Published: 2017, Last Modified: 03 Mar 2026Signal Process. Image Commun. 2017EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Build a benchmark for superpixels.•Proposed a novel metric to measure the regularity of superpixel.•Evaluated 15 superpixel algorithms with 13 metrics.•Integrated a code library which include 15 superpixel algorithms and 13 metrics.