Github mirror of Alex Levinshtein's Turbopixels implementation

A simple command line tool that uses K-Means clustering and SLIC segmentation to categorize pixels within an image into their respective clusters and super pixels

A pytorch implementation which builds a segmentation network which uses SLIC Superpixels as input.

Basic implementation of SLIC algorithm for generating superpixels.

SLIC (Simple Linear Iterative Clustering) Superpixels for pixel clustering and segmentation

Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"

Extract the medial axis and build a 3D mesh from images of the same object.

Image Segumnetation by Applying the Superpixel Algorithm to Images

Image Segmentation is the process of partitioning an image into multiple segments(superpixels). The goal is to represent the image as something that is easier to analyze. In other words, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics.

FastSLIC implementation written in Rust

This repository, contains my academic work for the Fall 2023 CMSC828I course. It includes assignments, projects, and relevant documentation covering various aspects of computer vision and recognition.

The work presented explains how to segment the brain tumour area in absence of interaction with user basing his technique on a saliency map constructed from three different resonance techniques.

Codes to compute Turbopixels/Turbovoxels and other related tools

HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation

Segmentation network using superpixels and zoom-out features

SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification, JSTARS, 2021

Unofficial python implementation of the paper "Lazy Random Walks for Superpixel Segmentation"

Simple Linear Iterative Clustering C# .NET Framework

Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities: