Distance Metrics for Image Color Similarity

chisqDistance | Chi-square distance between vectors |

colorDistance | Sum of Euclidean distances between color clusters |

combineClusters | Average 3D color histograms by subdirectory |

combineList | Combine a list of cluster features into a single cluster set |

convertColorSpace | Convert between color spaces |

EMDistance | Earth mover's distance between two sets of color clusters |

exportTree | Export a distance matrix as a tree object |

extractClusters | Extract cluster values and sizes from kmeans fit objects |

getColorDistanceMatrix | Distance matrix for a list of color cluster sets |

getHistColors | Vector of hex colors for histogram bin coloration |

getHistList | Generate a list of cluster sets for multiple images |

getImageHist | Generate a 3D histogram based on color distribution in an... |

getImagePaths | Fetch paths to all valid images in a given directory |

getKMeanColors | Fit pixels to clusters using KMeans clustering |

getKMeansList | Get KMeans clusters for every image in a set |

getLabHist | Generate a 3D histogram based on CIE Lab color coordinates in... |

getLabHistList | Generate a list of cluster sets in CIE Lab color space |

heatmapColorDistance | Plot a heatmap of a distance matrix |

imageClusterPipeline | Generate and plot a color distance matrix from a set of... |

loadImage | Import image and generate filtered 2D pixel array(s) |

normalizeRGB | Normalize pixel RGB ratios |

orderClusters | Order color clusters to minimize overall color distance... |

pause | Pause and wait for user input |

plotClusters | Plot clusters in 3D color space |

plotClustersMulti | Plot several different cluster sets together |

plotHist | Color histogram of binned image |

plotImage | Display an image in a plot window |

plotPixels | Plot pixels in color space |

scatter3dclusters | Plot 3D clusters in a 2D plot |

weightedPairsDistance | Distance between color clusters with user-specified... |

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