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GitHub topics: superpixel-algorithms

davidstutz/superpixel-benchmark

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

Language: C++ - Size: 27.5 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 411 - Forks: 111

janithsenanayaka/Adaptive-SNIC

Python implementation of the seed (centroid) generation component of the Adaptive-SNIC (ASNIC) algorithm, based on the publication: "Adaptive Centroid Placement Based SNIC for Superpixel Segmentation"

Language: Python - Size: 0 Bytes - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

davidstutz/nvd3-superpixel-comparison

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

Language: JavaScript - Size: 160 KB - Last synced at: 4 months ago - Pushed at: over 9 years ago - Stars: 3 - Forks: 1

Algy/fast-slic

20x Real-time superpixel SLIC Implementation with CPU

Language: C++ - Size: 2.08 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 270 - Forks: 35

davidstutz/superpixels-revisited

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.

Language: C++ - Size: 406 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 263 - Forks: 71

davidstutz/gcpr2015-superpixels

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

Language: TeX - Size: 32.7 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

davidstutz/nyu-depth-v2-tools

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

Language: Matlab - Size: 14.6 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 25 - Forks: 15

davidstutz/superpixel-benchmark-data

Converted datasets for davidstutz/superpixel-benchmark.

Size: 567 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 2

davidstutz/bachelor-thesis-superpixels

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

Language: TeX - Size: 169 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 6

wenguanwang/Real-time-Superpixel-Segmentation-by-DBSCAN-Clustering-Algorithm Fork of shenjianbing/Real-time-Superpixel-Segmentation-by-DBSCAN-Clustering-Algorithm-

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

Language: C++ - Size: 1.58 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 1

wenguanwang/Lazy-random-walks-for-superpixel-segmentation Fork of shenjianbing/Lazy-random-walks-for-superpixel-segmentation

Lazy random walks for superpixel segmentation (IEEE TIP14)

Language: Matlab - Size: 1.74 MB - Last synced at: about 2 years ago - Pushed at: over 10 years ago - Stars: 7 - Forks: 0

krgaurav-iitb/Superpixel-Generator-using-SLIC

Superpixel Image generation using SLIC algorithm on MSRC dataset.

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0