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gfc

Gaussian Field Consensus: A Robust Nonparametric Matching Method For Outlier Rejection (PR 2018)

image-clustering

A Matlab program that receives one dimensional array of points and the number of clusters and returns an array of centroids, aplying Clustering Algorithms.

jigsawclustering

This is the code for CVPR 2021 oral paper: Jigsaw Clustering for Unsupervised Visual Representation Learning

jule-torch

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

k-color-images

Reduce the number of colors in an image using the K-Means clustering algorithm.

kmeans_elbow

Code for determining optimal number of clusters for K-means algorithm using the 'elbow criterion'

lccv-source-code

A novel cluster validity index based on local cores

ldc_mgm-matlab

local density clustering matlab code

ldp-mst

The matlab code of "Clustering with local density peaks-based minimum spanning tree"

minclusters

An algorithm for determining the min number of clusters for a given group of data

nec_a3_unsupervised-learning-with-pca-t-sne-k-means-ahc-and-som

Third assignment of Neural and Evolutionary Computation (NEC) at URV

numbergroups

numeric_elbowmethod_for_k-means

The repository contains a function for computing number of clusters using Elbow method.

particle-swarm-optimized-clustering

Hybrid PSO Clustering Algorithm with K-Means for Data Clustering

pgdpcforimagesegementation

Peak-graph-based fast density peak clustering for image segmentation

pso-based-color-clustering

MATLAB code for clustering colors of an image using Particle Swarm Optimization (PSO)

robp

Python implementation of "ROBP: A robust border-peeling clustering using Cauchy kernel"

spectral

MATLAB Software for assessing the number of clusters in Spectral Clustering.

star-clustering

A clustering algorithm that automatically determines the number of clusters and works without hyperparameter fine-tuning.

subspace-clustering

Grouping Points by Shared Subspaces for Effective Subspace Clustering