Popular GitHub Repositories for Superpixels

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)

Image segmentation - general superpixel segmentation & center detection & region growing

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.

[TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".

Benchmarking GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels

Semantic neural network to realize pixel-wise classification of 2D nano-material using Matlab

EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation