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An edge-weighted graph algorithm that partitions images into meaningful regions for object detection and other vision tasks.

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Valorithms/ImageSegmentation

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๐Ÿ“ธ Image Segmentation Project

This project implements a graph-based image segmentation algorithm, dividing an image into regions using edge-weighted graph analysis.

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๐Ÿง  Problem Definition

Image segmentation is the process of partitioning an image into regions with internal coherence and boundary significance.


๐Ÿš€ Features

  • Graph construction from image pixels using 8-connected neighbors
  • Edge weighting based on intensity differences
  • Gaussian filter preprocessing to reduce noise
  • Region merging using an adaptive threshold predicate
  • Support for both grayscale and RGB images
  • Segmented image visualization with color-coded regions

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An edge-weighted graph algorithm that partitions images into meaningful regions for object detection and other vision tasks.

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