Popular GitHub Repositories for Superpixel

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

Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

Real-time fire detection in image/video/webcam using a convolutional neural network (deep learning) - from our ICMLA 2020 paper (Thomson / Bhowmik / Breckon)

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

Superpixel-based semantic segmentation, with object pose estimation and tracking. Provided as a ROS package.

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)

[TMI' 23] autoSMIM: Automatic Superpixel-based Masked Image Modeling for Skin Lesion Segmentation

[AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation