An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

• UpdatedJul 1, 2025
• C++

20x Real-time superpixel SLIC Implementation with CPU

• UpdatedSep 8, 2021
• C++

Library containing 7 state-of-the-art superpixel algorithms with a total of 9 implementations used for evaluation purposes in [1] utilizing an extended version of the Berkeley Segmentation Benchmark.

• UpdatedNov 28, 2018
• C++

Tools used in [2] to pre-process the ground truth segmentations to evaluate superpixel algorithms.

• UpdatedNov 28, 2018
• MATLAB

Bachelor thesis "Superpixel Segmentation using Depth Information", including a thorough comparison of several state-of-the-art superpixel algorithms.

• UpdatedNov 28, 2018
• TeX

Lazy random walks for superpixel segmentation (IEEE TIP14)

• UpdatedJan 17, 2015
• MATLAB

Converted datasets for davidstutz/superpixel-benchmark.

• UpdatedDec 9, 2019

Real-time Superpixel Segmentation by DBSCAN Clustering Algorithm (TIP16)

• UpdatedMay 19, 2017
• C++

GCPR 2015 paper and poster "Superpixel Segmentation: An Evaluation".

• UpdatedNov 28, 2018
• TeX

Interactive compariosn of superpixel algorithms as presented in the bachelor thesis "Superpixel Segmentation using Depth Information" [1].

• UpdatedMar 22, 2016
• JavaScript

Superpixel Image generation using SLIC algorithm on MSRC dataset.

• UpdatedJan 4, 2021
• Jupyter Notebook

Image segmentation implemented in python

• UpdatedJan 8, 2020
• Python