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SLIC Superpixels

Implementation of the Simple Linear Iterative Clustering superpixel algorithm in C++ (https://www.epfl.ch/labs/ivrl/research/slic-superpixels/).

Dependencies:

  • C++17
  • OpenCV is used for image I/O and color space conversion.
  • Eigen is used for matrices.

Example at different resolutions:


Project structure

.
├─ include/
├─ src/        
├─ data/       
├─ build/          
└─ CMakeLists.txt
  • core.* : SLIC algorithm
  • render.* : visualization / rendering
  • io.* : image loading and preprocessing
  • utils.* : helper functions
  • main.cpp : main

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