Projects in Awesome Lists tagged with superpixels
A curated list of projects in awesome lists tagged with superpixels .
https://github.com/tobybreckon/fire-detection-cnn
real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
cnn-architecture cnn-for-visual-recognition computer-vision convolutional-networks convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks fire-detection fire-detector firenet inceptionv1-onfire machine-learning network-architecture object-detection robot-vision superpixel-segment superpixels tensorflow tensorflow-examples
Last synced: 04 Apr 2025
https://github.com/davidstutz/superpixel-benchmark
An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.
benchmark computer-vision evaluation image-procesing opencv superpixel-algorithms superpixels
Last synced: 05 Apr 2025
https://github.com/borda/pyimsegm
Image segmentation - general superpixel segmentation & center detection & region growing
biomedical-imaging center-detection ellipse-fitting graph-cut graph-cuts image-analysis image-annotation image-processing image-segmentation ipynb medical-imaging microscopy-images object-detection region-growing segmentation-pipeline shape-models superpixel-segmentation superpixels
Last synced: 02 Oct 2025
https://github.com/Borda/pyImSegm
Image segmentation - general superpixel segmentation & center detection & region growing
biomedical-imaging center-detection ellipse-fitting graph-cut graph-cuts image-analysis image-annotation image-processing image-segmentation ipynb medical-imaging microscopy-images object-detection region-growing segmentation-pipeline shape-models superpixel-segmentation superpixels
Last synced: 07 May 2025
https://github.com/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.
computer-vision image-processing opencv superpixel-algorithms superpixels
Last synced: 13 Apr 2025
https://github.com/Algy/fast-slic
20x Real-time superpixel SLIC Implementation with CPU
blazingly-fast image-segmentation python slic superpixel-algorithms superpixels
Last synced: 31 Mar 2025
https://github.com/mlampros/OpenImageR
Image processing Toolkit in R
filtering gabor-feature-extraction gabor-filters hog-features image image-hashing processing r rcpparmadillo recognition slic slico superpixels
Last synced: 13 Jul 2025
https://github.com/mlampros/openimager
Image processing Toolkit in R
filtering gabor-feature-extraction gabor-filters hog-features image image-hashing processing r rcpparmadillo recognition slic slico superpixels
Last synced: 21 Jun 2025
https://github.com/davidstutz/seeds-revised
Implementation of the superpixel algorithm called SEEDS [1].
computer-vision image-processing opencv superpixel-algorithm superpixels
Last synced: 23 Oct 2025
https://github.com/davidstutz/graph-based-image-segmentation
Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.
computer-vision image-processing image-segmentation opencv superpixel-algorithm superpixels
Last synced: 23 Apr 2025
https://github.com/davidstutz/extended-berkeley-segmentation-benchmark
Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].
benchmark computer-vision evaluation image-processing matlab superpixels
Last synced: 14 Oct 2025
https://github.com/yashk2000/image-processing
A set of algorithms and other cool things that I learned while doing image processing with openCV using C++ and python.
cpp detecting-edges detecting-faces edge-detection histogram-equalization image-inpainting image-processing opencv opencv-python python3 superpixels thresholding video-player
Last synced: 23 Mar 2025
https://github.com/ashleve/graph_classification
Benchmarking GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels
graph-classification hydra image-classification ogbg open-graph-benchmark pytorch-lightning superpixels
Last synced: 13 Apr 2025
https://github.com/victorca25/augmennt
Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.
anisotropic bsrgan computer-vision data-augmentation deblur denoise image-processing opencv pytorch real-esrgan super-resolution superpixels unprocessing-images
Last synced: 08 May 2025
https://github.com/pfnet-research/superpixel-align
Official implementation of "Minimizing Supervision for Free-space Segmentation" paper
deep-learning semantic-segmentation superpixels
Last synced: 02 Aug 2025
https://github.com/mlampros/superpixelimagesegmentation
Image Segmentation using Superpixels, Affinity Propagation and Kmeans Clustering
affinity-propagation kmeans mini-batch-kmeans slic superpixels
Last synced: 08 Mar 2026
https://github.com/sam0x17/dseg
Invariant Superpixel Features for Object Detection
deep-learning deep-neural-networks feature-extraction feature-vector machine-learning segmentation superpixels
Last synced: 07 May 2025
https://github.com/pprattis/image-analysis-for-segmentation-of-grayscale-image-
Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities:
color-based-segmentation computer-science gabor-feature-extraction gabor-filters image-analysis image-processing lab-color matlab program segmentation slic-algorithm student superpixel-segmentation superpixels surf-feature-extraction surf-filters svm svm-classifier svm-learning
Last synced: 12 Apr 2025
https://github.com/davidstutz/bachelor-thesis-superpixels
Bachelor thesis "Superpixel Segmentation using Depth Information", including a thorough comparison of several state-of-the-art superpixel algorithms.
bachelor-thesis benchmark computer-vision evaluation image-processing rwth-aachen-university superpixel-algorithms superpixels
Last synced: 27 Feb 2026
https://github.com/nicklucche/image_segmentation
Image Segmentation using k-means, n-cuts and superpixels
image-processing image-segmentation k-means k-means-clustering normalized-cuts notebook-jupyter python3 slic superpixels superpixels-segmentation
Last synced: 07 Mar 2026
https://github.com/sunsided/graph-based-image-segmentation
Graph-Based Image Segmentation in Rust
computer-vision image-processing image-segmentation rust superpixel-algorithm superpixels
Last synced: 18 Mar 2025
https://github.com/davidstutz/vlfeat-slic-example
Example of using VLFeat's SLIC implementation from C++.
computer-vision image-processing opencv slic superpixel-algorithm superpixels vlfeat
Last synced: 23 Apr 2025
https://github.com/okaneco/simple_clustering
Image segmentation library and CLI tool using SNIC and SLIC superpixel algorithms
image-segmentation rust slic snic superpixel superpixels superpixels-segmentation
Last synced: 11 Oct 2025
https://github.com/ryukinix/egsis
EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation
active-learning complex-networks dynamical-systems hacktoberfest image-segmentation semi-supervised-learning superpixels
Last synced: 04 Sep 2025
https://github.com/davidstutz/superpixel-benchmark-data
Converted datasets for davidstutz/superpixel-benchmark.
benchmark computer-vision evaluation image-processing opencv superpixel-algorithms superpixels
Last synced: 23 Apr 2025
https://github.com/davidstutz/gcpr2015-superpixels
GCPR 2015 paper and poster "Superpixel Segmentation: An Evaluation".
benchmark computer-vision evaluation image-processing paper poster superpixel-algorithms superpixels
Last synced: 01 Mar 2026
https://github.com/camilomartinezm/supervised-micrograph-segmentation
Segmentation Model for micrographs of hypoeutectoid steels, based on superpixels and textons, with an added ability to estimate the mean apparent interlaminar spacing of pearlite and the mechanical properties.
machine-learning micrograph segmentation superpixels texton
Last synced: 09 Feb 2026
https://github.com/ryukinix/tcc
Segmentação Semi-Supervisionada de Imagens através de Dinâmicas Coletivas em Redes Complexas
complex-networks dynamic-systems image-segmentation semi-supervised-learning superpixels tcc transductive-learning ufc
Last synced: 19 Mar 2026
https://github.com/kadyb/image-segmentation
Comparison of kmeans and supercells for image semgentiation in R
clustering image kmeans pixel r raster segmentation slic spatial superpixels
Last synced: 15 Mar 2025
