An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.
☆410Jul 1, 2025Updated 8 months ago
Alternatives and similar repositories for superpixel-benchmark
Users that are interested in superpixel-benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Library containing 7 state-of-the-art superpixel algorithms with a total of 9 implementations used for evaluation purposes in [1] utilizi…☆268Nov 28, 2018Updated 7 years ago
- [CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network☆410May 4, 2022Updated 3 years ago
- Superpixel Sampling Networks (ECCV2018)☆360Nov 22, 2018Updated 7 years ago
- Benchmark code of " A comprehensive review and new taxonomy on superpixel segmentation" paper☆12Feb 15, 2025Updated last year
- Learning Superpixels with Segmentation-Aware Affinity Loss☆97Apr 4, 2019Updated 6 years ago
- gSLICr: Real-time super-pixel segmentation☆346Jan 3, 2024Updated 2 years ago
- ☆11Feb 1, 2024Updated 2 years ago
- ☆24Nov 24, 2022Updated 3 years ago
- Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].☆43Mar 28, 2019Updated 6 years ago
- Implementation of the superpixel algorithm called SEEDS [1].☆55Nov 28, 2018Updated 7 years ago
- A PyTorch implementation of SIN.☆12Oct 20, 2021Updated 4 years ago
- Dynamic and Iterative Spanning Forest (DISF) superpixel segmentation framework☆14Apr 23, 2024Updated last year
- Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate o…☆46Nov 28, 2018Updated 7 years ago
- Bayesian Adaptive Superpixel Segmentation (ICCV 2019)☆84Sep 26, 2024Updated last year
- Superpixel Segmentaion Using Gaussian Mixture Model☆35Oct 11, 2018Updated 7 years ago
- 🖼The python implementation to make superpixels by slic.☆228May 6, 2024Updated last year
- Python implementation of the SNIC superpixels algorithm☆60Mar 8, 2021Updated 5 years ago
- Implementation of the SLIC superpixel algorithm to work with OpenCV☆297Aug 10, 2024Updated last year
- The official implementation of “High quality superpixel generation through regional decomposition”.☆11May 9, 2023Updated 2 years ago
- ☆36Oct 24, 2017Updated 8 years ago
- Pytorch Implementation of LNSNet for Superpixel Segmentation☆57Apr 13, 2021Updated 4 years ago
- Bachelor thesis "Superpixel Segmentation using Depth Information", including a thorough comparison of several state-of-the-art superpixel…☆11Nov 28, 2018Updated 7 years ago
- Some basic image segmentation algorithms, include mean-shift, graph-based, SLIC, SEEDS, GrabCut, OneCut, et al.☆47Jan 6, 2015Updated 11 years ago
- A pytorch version of SSN☆44Apr 8, 2020Updated 5 years ago
- 20x Real-time superpixel SLIC Implementation with CPU☆285Sep 8, 2021Updated 4 years ago
- HFS: Hierarchical Feature Selection for Efficient Image Segmentation☆83Dec 22, 2023Updated 2 years ago
- Superpixels through Iterative CLEarcutting (SICLE) framework☆10Aug 25, 2023Updated 2 years ago
- DEL: Deep Embedding Learning for Efficient Image Segmentation☆63Sep 10, 2025Updated 6 months ago
- [CVPR'20] The stereo application of SpixelFCN☆12Apr 28, 2022Updated 3 years ago
- [AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation☆14Mar 27, 2024Updated last year
- Superpixel SLIC for GPU (CUDA)☆72Dec 11, 2019Updated 6 years ago
- Implementation for "Saliency-guided Adaptive Seeding for Supervoxel Segmentation" @IROS2017☆18Dec 6, 2017Updated 8 years ago
- Superpixel Pooling implemented in PyTorch and Chainer☆136Aug 8, 2019Updated 6 years ago
- Implementation of superpixel pooling layer in Keras. See keras.layers.pooling for implemenation.☆15May 13, 2017Updated 8 years ago
- Repository for the ICCV 2019 paper: View-consistent 4D Light Field Superpixel Segmentation, by Khan et al.☆25Sep 15, 2020Updated 5 years ago
- gSLIC is an GPU implementation of Simple Iterative Linear Clustering (SLIC) superpixel segmentation algorithm.☆19Dec 18, 2013Updated 12 years ago
- Python implementation of LSC algorithm, (C) Zhengqin Li, Jiansheng Chen, 2014☆25Mar 23, 2017Updated 9 years ago
- Segmentation using superpixels. Uses SLIC to preprocess each image, separate foreground from background in an image using a supervised mo…☆22Dec 9, 2013Updated 12 years ago
- Superpixel segmentation using SLIC with Python.☆132Sep 15, 2018Updated 7 years ago