Computer Vision and AI Projects

This is a collection of Computer Vision and Artificial Intelligence projects that I have completed over the years. Feel free to use and learn from them at your own risk. If you do end up finding any of these useful, I'd love to hear about it. Likewise, if you have any questions about implementation or suggestions feel free to email me at [email protected]

All of the projects listed are coded in MATLAB.

List of projects: Background-Subtraction -Static background subtraction using a Gaussian model Image-Filtering -Collections of computational photography functions MNIST-Digit-Recognition -Optical character recognition using principal component analysis (eigenfaces) HMM-Functions -Algorithms for running analysis on hidden Markov models Image-Alignment -Alignment of color channels for the Prokudin-Gorskii photo collection Includes a brute force algorithm as well as a pyramid alignment algorithm Content-Aware-Image-Resizing -Functions for intelligently resizing images Based on: S Avidan, A Shamir. Seam carving for content-aware image resizing url: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.117.7257&rep=rep1&type=pdf Panoramic-Image-Stitching -Functions for both manually and automatically combining overlapping images into a single panoramic mosaic Based on: M Brown, R Szeliski, S Winder. Multi-Image Matching using Multi-Scale Oriented Patches url: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1467310

TJ Keemon [email protected] Last Updated: 11/12/2010