Image segmentation - general superpixel segmentation & center detection & region growing

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.

Code for Unsupervised multi-granular Chinese word segmentation and term discovery via graph partition [JBI]

Various projects using Open CV

A Python implementation of Graph-Cut algorithm for texture synthesis, accelerated with FFT.

Biological Image Segmentation from edge probability map using Graph-Cut and Watershed algorithm

Matplotlib based GUI for interactive segmentation of images via seeds specified by the user, implementing the Boykov-Kolmogorov algorithm. Final project for "Signal, Image and Video" (UniTN).

Visual tool for the Karger's Edge-Contraction algorithm

[ICML2025] Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach

Build a CRF model using Chainer for binary image denoising.

A graphical user interface application to perform manual and automatic graph cut composites of images

Turn raw footage into platform-ready video with an agent-first editing engine

Colorizing Grayscale images to RGB

Interactive foreground/background image segmentation using GMM data terms and graph cut optimization.

Binary pairwise MRF image segmentation over SLIC superpixels with graph-cut MAP inference and mean-field uncertainty analysis.

Command-line tool for MRI chemical shift based fat-water separation with B0-correction based on QPBO graph cuts

Final project for CMPUT 604 Quantum Computing