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SNIC reimplementation in Python, SNICO, and superpixel merging.

C++ 59.45% Python 36.17% MATLAB 4.39%
segmentation snic superpixel

snic_visualization's Introduction

SNIC

This repository is for data mining course (2021 spring), and it includes:

  • SNIC algorithm reimplementation and visualization in Python (snic.py).
  • Comparison with original implementation (matlab/compare_reimpl.m).
  • SNICO algorithm that gets rid of compactness parameter (snic.py).
  • Superpixel merging algorithm based on RAG and NNG (merge.py).

SNIC

SNICO

SNICO and merge

Note: visualization based on C++ implementation is not implemented yet (snic.cpp).

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