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)
machine-learning computer-vision object-detection fire-detector robot-vision deep-learning deep-neural-networks deep-learning-algorithms convolutional-neural-networks convolutional-networks cnn-for-visual-recognition cnn-architecture tensorflow tensorflow-examples inceptionv1-onfire fire-detection superpixel-segment network-architecture firenet superpixels
Language:Python 564
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++ 412
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 380
NVlabs / ssn_superpixels
Superpixel Sampling Networks (ECCV2018)
eccv-2018 superpixels superpixel-segmentation superpixel-algorithm
Language:Python 359
Algy / fast-slic
20x Real-time superpixel SLIC Implementation with CPU
superpixel-algorithms superpixels python slic image-segmentation blazingly-fast
Language:C++ 280
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
Language:C++ 265
wctu / SEAL
Learning Superpixels with Segmentation-Aware Affinity Loss
superpixels deep-learning computer-vision segmentation cvpr
Language:C++ 96
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 61
bknyaz / bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
image-classification graph graph-neural-networks pytorch superpixels bmvc
Language:Jupyter Notebook 59
davidstutz / seeds-revised
Implementation of the superpixel algorithm called SEEDS [1].
computer-vision image-processing opencv superpixel-algorithm superpixels
Language:C++ 53
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 47
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++ 46
benjaminirving / maskSLIC
Simple linear iterative clustering (SLIC) in a region of interest (ROI)
roi scikit-image segmentation slic superpixels
Language:Python 43
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
Language:C++ 43
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 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 38
AbsurdePhoton / superpixels-segmentation-gui-opencv
Superpixels segmentation algorithms with QT and OpenCV, with a nice GUI to colorize the cells
gui image opencv photography qt segmentation superpixels
Language:C++ 32
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 30
chwilms / superpixelRefinement
Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)
caffe cnn cnn-segmentation icpr2020 object-discovery object-proposals segmentation superpixels
Language:Jupyter Notebook 28
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 25
pfnet-research / superpixel-align
Official implementation of "Minimizing Supervision for Free-space Segmentation" paper
deep-learning superpixels semantic-segmentation
Language:Jupyter Notebook 24
CindyHXH / Awesome-Optical-Flow
Paper list
optical-flow deep-learning structure-from-motion computer-vision supervoxel superpixels video-segmentation
22
mlampros / SuperpixelImageSegmentation
Image Segmentation using Superpixels, Affinity Propagation and Kmeans Clustering
superpixels affinity-propagation kmeans mini-batch-kmeans slic
Language:R 20
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 20
sam0x17 / DSeg
Invariant Superpixel Features for Object Detection
deep-learning deep-neural-networks feature-vector feature-extraction superpixels segmentation machine-learning
Language:C++ 19
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 18
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
hankuipeng / DAL-HERS
HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation
image-processing computer-vision superpixel-segmentation superpixels
Language:C++ 14
yafangy / Nanomaterial_DeepLearning
Semantic neural network to realize pixel-wise classification of 2D nano-material using Matlab
clustering-algorithm cnn-for-visual-recognition dbscan-clustering deep-learning image-segmentation matlab segmentation segnet semantic-segmentation slic superpixels
Language:MATLAB 13
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
Language:MATLAB 12
sunsided / graph-based-image-segmentation
Graph-Based Image Segmentation in Rust
image-segmentation superpixels superpixel-algorithm computer-vision image-processing rust
Language:Rust 12
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
NickLucche / image_segmentation
Image Segmentation using k-means, n-cuts and superpixels
image-processing image-segmentation k-means k-means-clustering python3 notebook-jupyter normalized-cuts superpixels superpixels-segmentation slic
Language:Jupyter Notebook 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
okaneco / simple_clustering
Image segmentation library and CLI tool using SNIC and SLIC superpixel algorithms
image-segmentation rust slic snic superpixel superpixels superpixels-segmentation
Language:Rust 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:Python 9

superpixels

tobybreckon / fire-detection-cnn

davidstutz / superpixel-benchmark

Borda / pyImSegm

NVlabs / ssn_superpixels

Algy / fast-slic

davidstutz / superpixels-revisited

wctu / SEAL

mlampros / OpenImageR

bknyaz / bmvc_2019

davidstutz / seeds-revised

DotWang / DCN-T

davidstutz / graph-based-image-segmentation

benjaminirving / maskSLIC

davidstutz / extended-berkeley-segmentation-benchmark

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

yashk2000 / Image-Processing

AbsurdePhoton / superpixels-segmentation-gui-opencv

ashleve / graph_classification

chwilms / superpixelRefinement

victorca25 / augmennt

pfnet-research / superpixel-align

CindyHXH / Awesome-Optical-Flow

mlampros / SuperpixelImageSegmentation

shakex / mr-brain-tissue-segmentation

sam0x17 / DSeg

DotWang / SSGRN

theodumont / superpixels-segmentation

hankuipeng / DAL-HERS

yafangy / Nanomaterial_DeepLearning

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

sunsided / graph-based-image-segmentation

davidstutz / bachelor-thesis-superpixels

NickLucche / image_segmentation

davidstutz / vlfeat-slic-example

okaneco / simple_clustering

ryukinix / egsis