superpixels

There are 5 repositories under superpixels topic.

fire-detection-cnn
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
Language:Python 522
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
Language:C++ 379
Borda / pyImSegm
Image segmentation - general superpixel segmentation & center detection & region growing
image-processing image-segmentation object-detection region-growing superpixels image-annotation shape-models superpixel-segmentation center-detection graph-cuts segmentation-pipeline medical-imaging biomedical-imaging image-analysis microscopy-images graph-cut ellipse-fitting ipynb
Language:Python 362
NVlabs / ssn_superpixels
Superpixel Sampling Networks (ECCV2018)
eccv-2018 superpixel-algorithm superpixel-segmentation superpixels
Language:Python 342
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.
superpixel-algorithms superpixels computer-vision image-processing opencv
Language:C++ 257
Algy / fast-slic
20x Real-time superpixel SLIC Implementation with CPU
superpixel-algorithms superpixels python slic image-segmentation blazingly-fast
Language:C++ 246
wctu / SEAL
Learning Superpixels with Segmentation-Aware Affinity Loss
superpixels deep-learning computer-vision segmentation cvpr
Language:C++ 93
bknyaz / bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
bmvc graph graph-neural-networks image-classification pytorch superpixels
Language:Jupyter Notebook 60
mlampros / OpenImageR
Image processing Toolkit in R
image processing filtering recognition rcpparmadillo hog-features image-hashing r gabor-filters gabor-feature-extraction superpixels slic slico
Language:R 56
davidstutz / seeds-revised
Implementation of the superpixel algorithm called SEEDS [1].
superpixels superpixel-algorithm opencv computer-vision image-processing
Language:C++ 52
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
Language:C++ 45
davidstutz / extended-berkeley-segmentation-benchmark
Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].
superpixels benchmark evaluation matlab computer-vision image-processing
Language:C++ 42
benjaminirving / maskSLIC
Simple linear iterative clustering (SLIC) in a region of interest (ROI)
slic superpixels scikit-image segmentation roi
Language:Python 39
DotWang / DCN-T
[TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".
computer-vision convolutional-neural-networks deep-learning hyperspectral-image-classification image-processing python pytorch remote-sensing semantic-segmantation superpixels transformer
Language:Python 38
yashk2000 / Image-Processing
A set of algorithms and other cool things that I learned while doing image processing with openCV using C++ and python.
image-processing opencv cpp python3 edge-detection histogram-equalization thresholding image-inpainting detecting-edges detecting-faces superpixels video-player opencv-python
Language:Python 35
AbsurdePhoton / superpixels-segmentation-gui-opencv
Superpixels segmentation algorithms with QT and OpenCV, with a nice GUI to colorize the cells
superpixels segmentation qt opencv gui image photography
Language:C++ 29
chwilms / superpixelRefinement
Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)
cnn caffe icpr2020 object-proposals object-discovery superpixels segmentation cnn-segmentation
Language:Jupyter Notebook 27
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
Language:Jupyter Notebook 26
pfnet-research / superpixel-align
Official implementation of "Minimizing Supervision for Free-space Segmentation" paper
deep-learning superpixels semantic-segmentation
Language:Jupyter Notebook 23
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.
data-augmentation image-processing computer-vision opencv pytorch superpixels unprocessing-images anisotropic deblur denoise super-resolution real-esrgan bsrgan
Language:Python 23
CindyHXH / Awesome-Optical-Flow
Paper list
optical-flow deep-learning structure-from-motion computer-vision supervoxel superpixels video-segmentation
22
sam0x17 / DSeg
Invariant Superpixel Features for Object Detection
deep-learning deep-neural-networks feature-vector feature-extraction superpixels segmentation machine-learning
Language:C++ 19
theodumont / superpixels-segmentation
Research internship - Image segmentation by superpixels based on PyTorch
computer-vision machine-learning pytorch python image-segmentation deep-neural-networks convolutional-neural-networks deep-learning deeplearning superpixels superpixels-segmentation superpixel-partition neural-network superpixel-algorithm
Language:TeX 18
mlampros / SuperpixelImageSegmentation
Image Segmentation using Superpixels, Affinity Propagation and Kmeans Clustering
superpixels affinity-propagation kmeans mini-batch-kmeans slic
Language:R 17
shakex / mr-brain-tissue-segmentation
[ICIP'19] LSTM-MA: A LSTM Method with Multi-modality and Adjacency Constraint for Brain Image Segmentation (Oral)
lstm segmentation superpixels classification mri-images
Language:MATLAB 15
d-elicio / Oil-Spill-Detection-in-SAR-images
Implementation of Image Processing Segmentation techniques and algorithms for Oil Spill detection in SAR images
image-processing matlab oil-spill oil-spills sar-images segmentation k-means-clustering superpixel superpixel-segmentation superpixels thresholding-methods fuzzy-logic image-segmentation k-means matlab-code matlab-image matlab-image-processing matlab-image-processing-toolbox
Language:MATLAB 11
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 superpixel-algorithms rwth-aachen-university benchmark evaluation superpixels computer-vision image-processing
Language:TeX 11
davidstutz / vlfeat-slic-example
Example of using VLFeat's SLIC implementation from C++.
superpixels slic superpixel-algorithm vlfeat opencv computer-vision image-processing
Language:C++ 10
PetePrattis / 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:
matlab image-processing image-analysis color-based-segmentation segmentation lab-color slic-algorithm gabor-filters gabor-feature-extraction surf-filters surf-feature-extraction superpixels superpixel-segmentation svm svm-classifier svm-learning student computer-science program
Language:MATLAB 10
hankuipeng / DAL-HERS
HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation
image-processing computer-vision superpixel-segmentation superpixels
Language:C++ 9
egsis
ryukinix / egsis
EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation
active-learning complex-networks dynamical-systems hacktoberfest image-segmentation semi-supervised-learning superpixels
Language:Jupyter Notebook 9
yafangy / Nanomaterial_DeepLearning
Semantic neural network to realize pixel-wise classification of 2D nano-material using Matlab
semantic-segmentation slic dbscan-clustering deep-learning matlab segnet superpixels cnn-for-visual-recognition clustering-algorithm segmentation image-segmentation
Language:MATLAB 9
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
Language:Jupyter Notebook 8
robodhruv / Randoms
Tinkering and Playing around!
tinkering machine-learning markov-decision-processes avr arima time-series gnuradio navigation autonomous-vehicles openai-universe random-forest neural-networks superpixels vhdl tensorflow
Language:Python 8
DotWang / SSGRN
[TNNLS 2023] The official repo for the paper "Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification".
deep-learning graph-convolutional-networks hyperspectral-image-classification python pytorch remote-sensing superpixels convolutional-neural-networks semantic-segmentation computer-vision
Language:Python 7
sunsided / graph-based-image-segmentation
Graph-Based Image Segmentation in Rust
image-segmentation superpixels superpixel-algorithm computer-vision image-processing rust
Language:Rust 7

superpixels

tobybreckon / fire-detection-cnn

davidstutz / superpixel-benchmark

Borda / pyImSegm

NVlabs / ssn_superpixels

davidstutz / superpixels-revisited

Algy / fast-slic

wctu / SEAL

bknyaz / bmvc_2019

mlampros / OpenImageR

davidstutz / seeds-revised

davidstutz / graph-based-image-segmentation

davidstutz / extended-berkeley-segmentation-benchmark

benjaminirving / maskSLIC

DotWang / DCN-T

yashk2000 / Image-Processing

AbsurdePhoton / superpixels-segmentation-gui-opencv

chwilms / superpixelRefinement

ashleve / graph_classification

pfnet-research / superpixel-align

victorca25 / augmennt

CindyHXH / Awesome-Optical-Flow

sam0x17 / DSeg

theodumont / superpixels-segmentation

mlampros / SuperpixelImageSegmentation

shakex / mr-brain-tissue-segmentation

d-elicio / Oil-Spill-Detection-in-SAR-images

davidstutz / bachelor-thesis-superpixels

davidstutz / vlfeat-slic-example

PetePrattis / image-analysis-for-segmentation-of-grayscale-image-

hankuipeng / DAL-HERS

ryukinix / egsis

yafangy / Nanomaterial_DeepLearning

NickLucche / image_segmentation

robodhruv / Randoms

DotWang / SSGRN

sunsided / graph-based-image-segmentation